Ji-Rong Wen

901 papers A* 191A 80B 18C 2Misc 2Journal 476Unranked 124
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Model-agnostic Pre-training Framework for Search Result Diversification.
ACM Trans. Inf. Syst.
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2026 J jnl
Adaptive Ability Decomposing for Unlocking Large Reasoning Model Effective Reinforcement Learning.
CoRR
Zhipeng Chen, Xiaobo Qin, Wayne Xin Zhao, Youbin Wu, Ji-Rong Wen
2026 J jnl
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?
CoRR
Guoxin Chen, Fanzhe Meng, Jiale Zhao, Minghao Li, Daixuan Cheng, Huatong Song, Jie Chen, Yuzhi Lin, Hui Chen, Xin Zhao, Ruihua Song, Chang Liu, Cheng Chen, Kai Jia, Ji-Rong Wen
2026 J jnl
ChatShopBuddy: Towards Reliable Conversational Shopping Agents via Reinforcement Learning.
CoRR
Yiruo Cheng, Kelong Mao, Tianhao Li, Jiejun Tan, Ji-Rong Wen, Zhicheng Dou
2026 J jnl
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning.
CoRR
Yuxuan Liu, Weikai Xu, Kun Huang, Changyu Chen, Jiankun Zhao, Pengzhi Gao, Wei Liu, Jian Luan, Shuo Shang, Bo Du, Ji-Rong Wen, Rui Yan
2026 J jnl
Deep Research for Recommender Systems.
CoRR
Kesha Ou, Chenghao Wu, Xiaolei Wang, Bowen Zheng, Wayne Xin Zhao, Weitao Li, Long Zhang, Sheng Chen, Ji-Rong Wen
2026 A* conf
DeepAgent: A General Reasoning Agent with Scalable Toolsets.
WWW
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2026 J jnl
DiffuRank: Effective Document Reranking with Diffusion Language Models.
CoRR
Qi Liu, Kun Ai, Jiaxin Mao, Yanzhao Zhang, Mingxin Li, Dingkun Long, Pengjun Xie, Fengbin Zhu, Ji-Rong Wen
2026 J jnl
Discovering physical laws with parallel symbolic enumeration.
Nat. Comput. Sci.
Kai Ruan, Yilong Xu, Ze-Feng Gao, Yang Liu, Yike Guo, Ji-Rong Wen, Hao Sun
2026 J jnl
Empowering open-domain LLMs for legal document correction via legal knowledge integration and decoding constraints.
Inf. Process. Manag.
Kepu Zhang, Weijie Yu, Zhongxiang Sun, Weicong Qin, Jun Xu, Ji-Rong Wen
2026 J jnl
Emulating Clinician Cognition via Self-Evolving Deep Clinical Research.
CoRR
Ruiyang Ren, Yuhao Wang, Yunsen Liang, Lan Luo, Jing Liu, Haifeng Wang, Cong Feng, Yinan Zhang, Chunyan Miao, Ji-Rong Wen, Wayne Xin Zhao
2026 J jnl
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis.
CoRR
Xiaoshuai Song, Haofei Chang, Guanting Dong, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2026 J jnl
Erratum: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
ACM Trans. Inf. Syst.
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2026 J jnl
GISA: A Benchmark for General Information-Seeking Assistant.
CoRR
Yutao Zhu, Xingshuo Zhang, Maosen Zhang, Jiajie Jin, Liancheng Zhang, Xiaoshuai Song, Kangzhi Zhao, Wencong Zeng, Ruiming Tang, Han Li, Ji-Rong Wen, Zhicheng Dou
2026 A* conf
GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction.
WWW
Kesha Ou, Zhen Tian, Wayne Xin Zhao, Hongyu Lu, Ji-Rong Wen
2026 J jnl
GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction.
CoRR
Kesha Ou, Zhen Tian, Wayne Xin Zhao, Hongyu Lu, Ji-Rong Wen
2026 J jnl
Hierarchical Document-Aware Interest Profiling in Personalized Search.
IEEE Trans. Knowl. Data Eng.
Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2026 J jnl
How Do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective.
ACM Trans. Inf. Syst.
Qi Liu, Haozhe Duan, Jiaxin Mao, Ji-Rong Wen
2026 J jnl
IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History.
IEEE Trans. Pattern Anal. Mach. Intell.
Yi Xu, Weiran Shen, Jun Xu, Xiao Zhang, Ji-Rong Wen
2026 J jnl
Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers.
CoRR
Bingqian Li, Bowen Zheng, Xiaolei Wang, Long Zhang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2026 J jnl
LLM-in-Sandbox Elicits General Agentic Intelligence.
CoRR
Daixuan Cheng, Shaohan Huang, Yuxian Gu, Huatong Song, Guoxin Chen, Li Dong, Wayne Xin Zhao, Ji-Rong Wen, Furu Wei
2026 J jnl
LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model.
CoRR
Zebin You, Xiaolu Zhang, Jun Zhou, Chongxuan Li, Ji-Rong Wen
2026 J jnl
Large Language Models for Information Retrieval: A Survey.
ACM Trans. Inf. Syst.
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Haonan Chen, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2026 J jnl
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning.
CoRR
Jiejun Tan, Zhicheng Dou, Liancheng Zhang, Yuyang Hu, Yiruo Cheng, Ji-Rong Wen
2026 J jnl
OmniGAIA: Towards Native Omni-Modal AI Agents.
CoRR
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Shijian Wang, Guanting Dong, Jiajie Jin, Hao Wang, Yinuo Wang, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2026 J jnl
RecNet: Self-Evolving Preference Propagation for Agentic Recommender Systems.
CoRR
Bingqian Li, Xiaolei Wang, Junyi Li, Weitao Li, Long Zhang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2026 J jnl
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training.
CoRR
Huatong Song, Lisheng Huang, Shuang Sun, Jinhao Jiang, Ran Le, Daixuan Cheng, Guoxin Chen, Yiwen Hu, Zongchao Chen, Yiming Jia, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen
2026 J jnl
SWE-World: Building Software Engineering Agents in Docker-Free Environments.
CoRR
Shuang Sun, Huatong Song, Lisheng Huang, Jinhao Jiang, Ran Le, Zhihao Lv, Zongchao Chen, Yiwen Hu, Wenyang Luo, Wayne Xin Zhao, Yang Song, Hongteng Xu, Tao Zhang, Ji-Rong Wen
2026 J jnl
Social Cognitive Theory Enhanced Diversified Recommendation.
ACM Trans. Inf. Syst.
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2026 — conf
Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement.
KDD (1)
Yuan Mi, Qi Wang, Xueqin Hu, Yike Guo, Ji-Rong Wen, Yang Liu, Hao Sun
2026 A* conf
Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning.
WWW
Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 Misc conf
A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation.
ICASSP
Wenqi Sun, Ruobing Xie, Junjie Zhang, Zitian Guo, Wayne Xin Zhao, Zhanhui Kang, Ji-Rong Wen
2025 J jnl
A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook.
ACM Comput. Surv.
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
2025 J jnl
A Survey on the Memory Mechanism of Large Language Model-based Agents.
ACM Trans. Inf. Syst.
Zeyu Zhang, Quanyu Dai, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen
2025 A conf
Addressing Personalized Bias for Unbiased Learning to Rank.
CIKM
Zechun Niu, Lang Mei, Liu Yang, Ziyuan Zhao, Qiang Yan, Jiaxin Mao, Ji-Rong Wen
2025 J jnl
Addressing Personalized Bias for Unbiased Learning to Rank.
CoRR
Zechun Niu, Lang Mei, Liu Yang, Ziyuan Zhao, Qiang Yan, Jiaxin Mao, Ji-Rong Wen
2025 J jnl
Agentic Entropy-Balanced Policy Optimization.
CoRR
Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Agentic Reinforced Policy Optimization.
CoRR
Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
An Empirical Study on Eliciting and Improving R1-like Reasoning Models.
CoRR
Zhipeng Chen, Yingqian Min, Beichen Zhang, Jie Chen, Jinhao Jiang, Daixuan Cheng, Wayne Xin Zhao, Zheng Liu, Xu Miao, Yang Lu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen
2025 J jnl
Analyzing and Mitigating Object Hallucination: A Training Bias Perspective.
CoRR
Yifan Li, Kun Zhou, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen
2025 A conf
Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation.
CIKM
Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Benchmarking LLMs' Swarm intelligence.
CoRR
Kai Ruan, Mowen Huang, Ji-Rong Wen, Hao Sun
2025 A conf
BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process.
CIKM
Yuxin Li, Chen Xu, Jun Xu, Ji-Rong Wen
2025 — conf
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.
KDD (2)
Enze Liu, Bowen Zheng, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.
CoRR
Enze Liu, Bowen Zheng, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
CAGS: Context-Aware Document Ranking With Contrastive Graph Sampling.
IEEE Trans. Knowl. Data Eng.
Zhaoheng Huang, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 — conf
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation.
NAACL (Findings)
Yiruo Cheng, Kelong Mao, Ziliang Zhao, Guanting Dong, Hongjin Qian, Yongkang Wu, Tetsuya Sakai, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models.
CoRR
Haoxiang Sun, Yingqian Min, Zhipeng Chen, Wayne Xin Zhao, Zheng Liu, Zhongyuan Wang, Lei Fang, Ji-Rong Wen
2025 — conf
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds.
NAACL (Long Papers)
Lei Wang, Jianxun Lian, Yi Huang, Yanqi Dai, Haoxuan Li, Xu Chen, Xing Xie, Ji-Rong Wen
2025 — conf
Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction.
KDD (1)
Yuan Mi, Pu Ren, Hongteng Xu, Hongsheng Liu, Zidong Wang, Yike Guo, Ji-Rong Wen, Hao Sun, Yang Liu
2025 J jnl
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry.
CoRR
Xiaopeng Ye, Chen Xu, Zhongxiang Sun, Jun Xu, Gang Wang, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
Curriculum-scheduled knowledge distillation from multiple pre-trained teachers for multi-domain sequential recommendation.
World Wide Web (WWW)
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2025 — conf
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning.
NAACL (Long Papers)
Xinyu Tang, Xiaolei Wang, Xin Zhao, Ji-Rong Wen
2025 A conf
DIVAgent: A Diversified Search Agent that Mimics the Human Search Process.
CIKM
Zhirui Deng, Jingfen Qiao, Zhicheng Dou, Ji-Rong Wen, Maarten de Rijke
2025 J jnl
Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning.
CoRR
Jia Deng, Jie Chen, Zhipeng Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
DeepAgent: A General Reasoning Agent with Scalable Toolsets.
CoRR
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2025 J jnl
DeepCritic: Deliberate Critique with Large Language Models.
CoRR
Wenkai Yang, Jingwen Chen, Yankai Lin, Ji-Rong Wen
2025 J jnl
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation.
CoRR
Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 B conf
Distilling Rule-based Knowledge into Large Language Models.
COLING
Wenkai Yang, Yankai Lin, Jie Zhou, Ji-Rong Wen
2025 J jnl
Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models.
CoRR
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 — conf
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation.
KDD (1)
Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency.
EMNLP
Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment.
CoRR
Ying Ba, Tianyu Zhang, Yalong Bai, Wenyi Mo, Tao Liang, Bing Su, Ji-Rong Wen
2025 J jnl
Enhancing Sequential Personalized Product Search with External Out-of-sequence Knowledge.
ACM Trans. Inf. Syst.
Jiongnan Liu, Zhicheng Dou, Jian-Yun Nie, Zhenlin Chen, Guoyu Tang, Sulong Xu, Ji-Rong Wen
2025 A conf
Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation.
RecSys
Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Han Li, Wayne Xin Zhao, Ji-Rong Wen
2025 A conf
Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation.
CIKM
Yiruo Cheng, Hongjin Qian, Fengran Mo, Yongkang Wu, Zhonghua Li, Qi Ye, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Experience-Guided Reflective Co-Evolution of Prompts and Heuristics for Automatic Algorithm Design.
CoRR
Yihong Liu, Junyi Li, Wayne Xin Zhao, Hongyu Lu, Ji-Rong Wen
2025 A* conf
Exploring the Design Space of Visual Context Representation in Video MLLMs.
ICLR
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2025 A* conf
Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop.
SIGIR
Yuqi Zhou, Sunhao Dai, Liang Pang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2025 A* conf
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models.
EMNLP
Zhipeng Chen, Kun Zhou, Liang Song, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2025 J jnl
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval Algorithms.
CoRR
Chen Xu, Zhirui Deng, Clara Rus, Xiaopeng Ye, Yuanna Liu, Jun Xu, Zhicheng Dou, Ji-Rong Wen, Maarten de Rijke
2025 A* conf
FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval.
SIGIR
Chen Xu, Zhirui Deng, Clara Rus, Xiaopeng Ye, Yuanna Liu, Jun Xu, Zhicheng Dou, Ji-Rong Wen, Maarten de Rijke
2025 — conf
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.
WWW (Companion Volume)
Jiajie Jin, Yutao Zhu, Zhicheng Dou, Guanting Dong, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Ji-Rong Wen
2025 J jnl
FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis.
CoRR
Luxi Chen, Zihan Zhou, Min Zhao, Yikai Wang, Ge Zhang, Wenhao Huang, Hao Sun, Ji-Rong Wen, Chongxuan Li
2025 A* conf
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.
ICLR
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2025 J jnl
From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR.
CoRR
Jia Deng, Jie Chen, Zhipeng Chen, Daixuan Cheng, Fei Bai, Beichen Zhang, Yinqian Min, Yanzipeng Gao, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
GenSim: A General Social Simulation Platform with Large Language Model based Agents.
NAACL (System Demonstrations)
Jiakai Tang, Heyang Gao, Xuchen Pan, Lei Wang, Haoran Tan, Dawei Gao, Yushuo Chen, Xu Chen, Yankai Lin, Yaliang Li, Bolin Ding, Jingren Zhou, Jun Wang, Ji-Rong Wen
2025 J jnl
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches.
CoRR
Jiejun Tan, Zhicheng Dou, Yan Yu, Jiehan Cheng, Qiang Ju, Jian Xie, Ji-Rong Wen
2025 J jnl
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective.
CoRR
Qi Liu, Jiaxin Mao, Ji-Rong Wen
2025 A* conf
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems.
WWW
Jiejun Tan, Zhicheng Dou, Wen Wang, Mang Wang, Weipeng Chen, Ji-Rong Wen
2025 B conf
ICLEval: Evaluating In-Context Learning Ability of Large Language Models.
COLING
Wentong Chen, Yankai Lin, Zhenhao Zhou, HongYun Huang, Yantao Jia, Zhao Cao, Ji-Rong Wen
2025 J jnl
ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests.
CoRR
Shiyi Xu, Yiwen Hu, Yingqian Min, Zhipeng Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
Improving Retrospective Language Agents via Joint Policy Gradient Optimization.
NAACL (Long Papers)
Xueyang Feng, Bo Lan, Quanyu Dai, Lei Wang, Jiakai Tang, Xu Chen, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
Improving Retrospective Language Agents via Joint Policy Gradient Optimization.
CoRR
Xueyang Feng, Bo Lan, Quanyu Dai, Lei Wang, Jiakai Tang, Xu Chen, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
Interpretable Enzyme Function Prediction via Residue-Level Detection.
CoRR
Zhao Yang, Bing Su, Jiahao Chen, Ji-Rong Wen
2025 B conf
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation.
COLING
Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2025 A* conf
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning.
ICLR
Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen
2025 A* conf
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study.
SIGIR
Zechun Niu, Zhilin Zhang, Jiaxin Mao, Qingyao Ai, Ji-Rong Wen
2025 J jnl
Irrational Complex Rotations Empower Low-bit Optimizers.
CoRR
Zhen Tian, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.
ACL (1)
Jinhao Jiang, Kun Zhou, Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen
2025 — conf
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing.
KDD (2)
Rui Li, Quanyu Dai, Zeyu Zhang, Xu Chen, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing.
CoRR
Rui Li, Quanyu Dai, Zeyu Zhang, Xu Chen, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention.
CoRR
Yuliang Zhan, Xinyu Tang, Han Wan, Jian Li, Ji-Rong Wen, Hao Sun
2025 J jnl
LARES: Latent Reasoning for Sequential Recommendation.
CoRR
Enze Liu, Bowen Zheng, Xiaolei Wang, Wayne Xin Zhao, Jinpeng Wang, Sheng Chen, Ji-Rong Wen
2025 A* conf
LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry.
SIGIR
Xiaopeng Ye, Chen Xu, Zhongxiang Sun, Jun Xu, Gang Wang, Zhenhua Dong, Ji-Rong Wen
2025 J jnl
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models.
CoRR
Fengqi Zhu, Rongzhen Wang, Shen Nie, Xiaolu Zhang, Chunwei Wu, Jun Hu, Jun Zhou, Jianfei Chen, Yankai Lin, Ji-Rong Wen, Chongxuan Li
2025 J jnl
LLaDA-MoE: A Sparse MoE Diffusion Language Model.
CoRR
Fengqi Zhu, Zebin You, Yipeng Xing, Zenan Huang, Lin Liu, Yihong Zhuang, Guoshan Lu, Kangyu Wang, Xudong Wang, Lanning Wei, Hongrui Guo, Jiaqi Hu, Wentao Ye, Tieyuan Chen, Chenchen Li, Chengfu Tang, Haibo Feng, Jun Hu, Jun Zhou, Xiaolu Zhang, Zhenzhong Lan, Junbo Zhao, Da Zheng, Chongxuan Li, Jianguo Li, Ji-Rong Wen
2025 J jnl
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning.
CoRR
Zebin You, Shen Nie, Xiaolu Zhang, Jun Hu, Jun Zhou, Zhiwu Lu, Ji-Rong Wen, Chongxuan Li
2025 J jnl
LLaDA2.0: Scaling Up Diffusion Language Models to 100B.
CoRR
Tiwei Bie, Maosong Cao, Kun Chen, Lun Du, Mingliang Gong, Zhuochen Gong, Yanmei Gu, Jiaqi Hu, Zenan Huang, Zhenzhong Lan, Chengxi Li, Chongxuan Li, Jianguo Li, Zehuan Li, Huabin Liu, Lin Liu, Guoshan Lu, Xiaocheng Lu, Yuxin Ma, Jianfeng Tan, Lanning Wei, Ji-Rong Wen, Yipeng Xing, Xiaolu Zhang, Junbo Zhao, Da Zheng, Jun Zhou, Junlin Zhou, Zhanchao Zhou, Liwang Zhu, Yihong Zhuang
2025 J jnl
LTP-MMF: Toward Long-Term Provider Max-Min Fairness under Recommendation Feedback Loops.
ACM Trans. Inf. Syst.
Chen Xu, Xiaopeng Ye, Jun Xu, Xiao Zhang, Weiran Shen, Ji-Rong Wen
2025 J jnl
Large Language Diffusion Models.
CoRR
Shen Nie, Fengqi Zhu, Zebin You, Xiaolu Zhang, Jingyang Ou, Jun Hu, Jun Zhou, Yankai Lin, Ji-Rong Wen, Chongxuan Li
2025 A* conf
Less is More: High-value Data Selection for Visual Instruction Tuning.
ACM Multimedia
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 J jnl
Leveraging LLM-based agents for social science research: insights from citation network simulations.
CoRR
Jiarui Ji, Runlin Lei, Xuchen Pan, Zhewei Wei, Hao Sun, Yankai Lin, Xu Chen, Yongzheng Yang, Yaliang Li, Bolin Ding, Ji-Rong Wen
2025 — conf
MMATH: A Multilingual Benchmark for Mathematical Reasoning.
EMNLP (Findings)
Wenyang Luo, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2025 J jnl
MMATH: A Multilingual Benchmark for Mathematical Reasoning.
CoRR
Wenyang Luo, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2025 J jnl
Masked Diffusion Models as Energy Minimization.
CoRR
Sitong Chen, Shen Nie, Jiacheng Sun, Zijin Feng, Zhenguo Li, Ji-Rong Wen, Chongxuan Li
2025 J jnl
Memory in the Age of AI Agents.
CoRR
Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025 J jnl
Memory-enhanced Retrieval Augmentation for Long Video Understanding.
CoRR
Huaying Yuan, Zheng Liu, Minhao Qin, Hongjin Qian, Y. Shu, Zhicheng Dou, Ji-Rong Wen
2025 A* conf
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment.
ICLR
Jinhao Jiang, Junyi Li, Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen
2025 J jnl
MomentSeeker: A Comprehensive Benchmark and A Strong Baseline For Moment Retrieval Within Long Videos.
CoRR
Huaying Yuan, Jian Ni, Yueze Wang, Junjie Zhou, Zhengyang Liang, Zheng Liu, Zhao Cao, Zhicheng Dou, Ji-Rong Wen
2025 A* conf
MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation.
ICML
Qi Wang, Yuan Mi, Haoyun Wang, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Ji-Rong Wen, Hao Sun
2025 J jnl
MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation.
CoRR
Qi Wang, Yuan Mi, Haoyun Wang, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Ji-Rong Wen, Hao Sun
2025 A* conf
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search.
SIGIR
Sunhao Dai, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Ji-Rong Wen, Tat-Seng Chua
2025 J jnl
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search.
CoRR
Sunhao Dai, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Ji-Rong Wen, Tat-Seng Chua
2025 — conf
Neuro-Symbolic Query Compiler.
ACL (Findings)
Yuyao Zhang, Zhicheng Dou, Xiaoxi Li, Jiajie Jin, Yongkang Wu, Zhonghua Li, Ye Qi, Ji-Rong Wen
2025 J jnl
Neuro-Symbolic Query Compiler.
CoRR
Yuyao Zhang, Zhicheng Dou, Xiaoxi Li, Jiajie Jin, Yongkang Wu, Zhonghua Li, Qi Ye, Ji-Rong Wen
2025 A* conf
Neuron based Personality Trait Induction in Large Language Models.
ICLR
Jia Deng, Tianyi Tang, Yanbin Yin, Wenhao Yang, Xin Zhao, Ji-Rong Wen
2025 J jnl
Nowcast3D: Reliable precipitation nowcasting via gray-box learning.
CoRR
Huaguan Chen, Wei Han, Haofei Sun, Ning Lin, Xingtao Song, Yunfan Yang, Jie Tian, Yang Liu, Ji-Rong Wen, Xiaoye Zhang, Xueshun Shen, Hao Sun
2025 A* conf
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain.
EMNLP
Shuting Wang, Jiejun Tan, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
On-the-Fly Modulation for Balanced Multimodal Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yake Wei, Di Hu, Henghui Du, Ji-Rong Wen
2025 A* conf
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models.
AAAI
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
PAL-UI: Planning with Active Look-back for Vision-Based GUI Agents.
CoRR
Zikang Liu, Junyi Li, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 J jnl
PRADA: Pre-Train Ranking Models With Diverse Relevance Signals Mined From Search Logs.
IEEE Trans. Knowl. Data Eng.
Shuting Wang, Zhicheng Dou, Kexiang Wang, Dehong Ma, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin, Ji-Rong Wen
2025 A* conf
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents.
ICLR
Haoyu Wang, Sunhao Dai, Haiyuan Zhao, Liang Pang, Xiao Zhang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2025 J jnl
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents.
CoRR
Haoyu Wang, Sunhao Dai, Haiyuan Zhao, Liang Pang, Xiao Zhang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2025 J jnl
Pre-training Generative Recommender with Multi-Identifier Item Tokenization.
CoRR
Bowen Zheng, Enze Liu, Zhongfu Chen, Zhongrui Ma, Yue Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
Progressive Multimodal Reasoning via Active Retrieval.
ACL (1)
Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning.
CoRR
Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen
2025 J jnl
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.
CoRR
Huatong Song, Jinhao Jiang, Yingqian Min, Jie Chen, Zhipeng Chen, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen
2025 — conf
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation.
ACL (1)
Guanting Dong, Jiajie Jin, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
ACM Trans. Inf. Syst.
Junjie Zhang, Ruobing Xie, Yupeng Hou, Xin Zhao, Leyu Lin, Ji-Rong Wen
2025 A* conf
Regulatory DNA Sequence Design with Reinforcement Learning.
ICLR
Zhao Yang, Bing Su, Chuan Cao, Ji-Rong Wen
2025 J jnl
Regulatory DNA sequence Design with Reinforcement Learning.
CoRR
Zhao Yang, Bing Su, Chuan Cao, Ji-Rong Wen
2025 J jnl
Reinforcing Multimodal Understanding and Generation with Dual Self-rewards.
CoRR
Jixiang Hong, Yiran Zhang, Guanzhong Wang, Yi Liu, Ji-Rong Wen, Rui Yan
2025 J jnl
Review-Enhanced Universal Sequence Representation Learning for Recommender Systems.
ACM Trans. Inf. Syst.
Junjie Zhang, Wenqi Sun, Yupeng Hou, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User.
SIGIR
Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User.
CoRR
Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Self-Calibrated Listwise Reranking with Large Language Models.
WWW
Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2025 — conf
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis.
EMNLP (Findings)
Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen
2025 J jnl
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis.
CoRR
Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Wayne Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen
2025 A* conf
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.
EMNLP
Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.
CoRR
Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
Slow Thinking for Sequential Recommendation.
CoRR
Junjie Zhang, Beichen Zhang, Wenqi Sun, Hongyu Lu, Wayne Xin Zhao, Yu Chen, Ji-Rong Wen
2025 — conf
Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning.
EMNLP (Findings)
Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Xin Zhao, Lei Fang, Ji-Rong Wen
2025 A* conf
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework.
EMNLP
Jie Chen, Jinhao Jiang, Yingqian Min, Zican Dong, Shijie Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework.
CoRR
Jie Chen, Jinhao Jiang, Yingqian Min, Zican Dong, Shijie Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization.
ICLR
Wenkai Yang, Shiqi Shen, Guangyao Shen, Wei Yao, Yong Liu, Gong Zhi, Yankai Lin, Ji-Rong Wen
2025 J jnl
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis.
ACM Trans. Knowl. Discov. Data
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation.
CoRR
Changshuo Zhang, Xiao Zhang, Teng Shi, Jun Xu, Ji-Rong Wen
2025 A conf
Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation.
RecSys
Changshuo Zhang, Xiao Zhang, Teng Shi, Jun Xu, Ji-Rong Wen
2025 — conf
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking.
ACL (Findings)
Xiaoxue Cheng, Junyi Li, Xin Zhao, Ji-Rong Wen
2025 J jnl
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking.
CoRR
Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Tool learning with large language models: a survey.
Frontiers Comput. Sci.
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2025 J jnl
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.
CoRR
Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, Ji-Rong Wen
2025 A* conf
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation.
AAAI
Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen
2025 — conf
Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models.
CCL
Yushuo Chen, Tianyi Tang, Erge Xiang, Linjiang Li, Wayne Xin Zhao, Jing Wang, Yunpeng Chai, Ji-Rong Wen
2025 J jnl
Towards Effective Code-Integrated Reasoning.
CoRR
Fei Bai, Yingqian Min, Beichen Zhang, Zhipeng Chen, Wayne Xin Zhao, Lei Fang, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen
2025 — conf
Towards Effective and Efficient Continual Pre-training of Large Language Models.
ACL (1)
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2025 — conf
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System.
NAACL (Findings)
Zeyu Zhang, Jianxun Lian, Chen Ma, Yaning Qu, Ye Luo, Lei Wang, Rui Li, Xu Chen, Yankai Lin, Le Wu, Xing Xie, Ji-Rong Wen
2025 — conf
UFIN: Universal Feature Interaction Network for Multi-domain Click-Through Rate Prediction.
DASFAA (2)
Zhen Tian, Changwang Zhang, Wayne Xin Zhao, Xin Zhao, Ji-Rong Wen, Zhao Cao
2025 A* conf
Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback.
ICLR
Zexu Sun, Yiju Guo, Yankai Lin, Xu Chen, Qi Qi, Xing Tang, Xiuqiang He, Ji-Rong Wen
2025 J jnl
Uncertainty-aware evidential learning for legal case retrieval with noisy correspondence.
Inf. Sci.
Weicong Qin, Weijie Yu, Kepu Zhang, Haiyuan Zhao, Jun Xu, Ji-Rong Wen
2025 A* conf
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.
WWW
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Ji-Rong Wen, Zhicheng Dou
2025 A conf
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing.
WACV
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su, Ji-Rong Wen
2025 J jnl
Universal Item Tokenization for Transferable Generative Recommendation.
CoRR
Bowen Zheng, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers.
AAAI
Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen
2025 J jnl
User Behavior Simulation with Large Language Model-based Agents.
ACM Trans. Inf. Syst.
Lei Wang, Jingsen Zhang, Hao Yang, Zhiyuan Chen, Jiakai Tang, Zeyu Zhang, Xu Chen, Yankai Lin, Hao Sun, Ruihua Song, Xin Zhao, Jun Xu, Zhicheng Dou, Jun Wang, Ji-Rong Wen
2025 — conf
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models.
EMNLP (Findings)
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 J jnl
VideoDeepResearch: Long Video Understanding With Agentic Tool Using.
CoRR
Huaying Yuan, Zheng Liu, Junjie Zhou, Hongjin Qian, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Virgo: A Preliminary Exploration on Reproducing o1-like MLLM.
CoRR
Yifan Du, Zikang Liu, Yifan Li, Wayne Xin Zhao, Yuqi Huo, Bingning Wang, Weipeng Chen, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen
2025 J jnl
WebThinker: Empowering Large Reasoning Models with Deep Research Capability.
CoRR
Xiaoxi Li, Jiajie Jin, Guanting Dong, Hongjin Qian, Yutao Zhu, Yongkang Wu, Ji-Rong Wen, Zhicheng Dou
2025 B conf
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning.
COLING
Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen
2025 — conf
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model.
ACL (1)
Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Xin Zhao, Ji-Rong Wen
2025 J jnl
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models.
CoRR
Lei Wang, Heyang Gao, Xiaohe Bo, Xu Chen, Ji-Rong Wen
2024 J jnl
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation.
CoRR
Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
A Survey on the Memory Mechanism of Large Language Model based Agents.
CoRR
Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen
2024 A* conf
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.
ICDE
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
2024 A* conf
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
WWW
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2024 A* conf
An Analysis and Mitigation of the Reversal Curse.
EMNLP
Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan
2024 J jnl
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models.
CoRR
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou, Ji-Rong Wen, Hao Jiang, Xinyu Zhang, Zhao Cao
2024 J jnl
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models.
ACM Trans. Inf. Syst.
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou, Ji-Rong Wen, Hao Jiang, Xinyu Zhang, Zhao Cao
2024 A conf
Approximating Single-Source Personalized PageRank with Absolute Error Guarantees.
ICDT
Zhewei Wei, Ji-Rong Wen, Mingji Yang
2024 J jnl
Approximating Single-Source Personalized PageRank with Absolute Error Guarantees.
CoRR
Zhewei Wei, Ji-Rong Wen, Mingji Yang
2024 — conf
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation.
EMNLP (Findings)
Junjie Zhang, Ruobing Xie, Wenqi Sun, Leyu Lin, Xin Zhao, Ji-Rong Wen
2024 — conf
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models.
LREC/COLING
Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents.
EMNLP (Findings)
Ruiyang Ren, Peng Qiu, Yingqi Qu, Jing Liu, Xin Zhao, Hua Wu, Ji-Rong Wen, Haifeng Wang
2024 J jnl
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents.
CoRR
Ruiyang Ren, Peng Qiu, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Hua Wu, Ji-Rong Wen, Haifeng Wang
2024 A* conf
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment.
ICLR
Geyang Guo, Ranchi Zhao, Tianyi Tang, Xin Zhao, Ji-Rong Wen
2024 A conf
CL4DIV: A Contrastive Learning Framework for Search Result Diversification.
WSDM
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
COLT: Towards Completeness-Oriented Tool Retrieval for Large Language Models.
CoRR
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2024 J jnl
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation.
CoRR
Yiruo Cheng, Kelong Mao, Ziliang Zhao, Guanting Dong, Hongjin Qian, Yongkang Wu, Tetsuya Sakai, Ji-Rong Wen, Zhicheng Dou
2024 — conf
Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model.
ACL (Findings)
Zhiwei Li, Ran Song, Caihong Sun, Wei Xu, Zhengtao Yu, Ji-Rong Wen
2024 — conf
ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting.
LREC/COLING
Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting.
CoRR
Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds.
CoRR
Lei Wang, Jianxun Lian, Yi Huang, Yanqi Dai, Haoxuan Li, Xu Chen, Xing Xie, Ji-Rong Wen
2024 — conf
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.
ACL (Findings)
Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024 J jnl
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.
CoRR
Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024 — conf
Compression Image Dataset Based on Multiple Matrix Product States.
FICC (2)
Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhi-Yuan Xie, Ji-Rong Wen, Zhong-Yi Lu
2024 J jnl
Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction.
CoRR
Yuan Mi, Pu Ren, Hongteng Xu, Hongsheng Liu, Zidong Wang, Yike Guo, Ji-Rong Wen, Hao Sun, Yang Liu
2024 A* conf
Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time.
KDD
Haiyuan Zhao, Guohao Cai, Jieming Zhu, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024 J jnl
Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time.
CoRR
Haiyuan Zhao, Guohao Cai, Jieming Zhu, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024 J jnl
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning.
CoRR
Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Dense Text Retrieval Based on Pretrained Language Models: A Survey.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Jing Liu, Ruiyang Ren, Ji-Rong Wen
2024 — conf
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy.
ACL (1)
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2024 — conf
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation.
EACL (1)
Kun Zhou, Yifan Li, Xin Zhao, Ji-Rong Wen
2024 J jnl
Discovering symbolic expressions with parallelized tree search.
CoRR
Kai Ruan, Ze-Feng Gao, Yike Guo, Hao Sun, Ji-Rong Wen, Yang Liu
2024 J jnl
Distillation is All You Need for Practically Using Different Pre-trained Recommendation Models.
CoRR
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2024 — conf
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study.
LREC/COLING
Peiyu Liu, Zikang Liu, Ze-Feng Gao, Dawei Gao, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
2024 A* conf
Dynamic Prompt Optimizing for Text-to-Image Generation.
CVPR
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su, Ji-Rong Wen, Qing Yang
2024 J jnl
Dynamic Prompt Optimizing for Text-to-Image Generation.
CoRR
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su, Ji-Rong Wen, Qing Yang
2024 J jnl
Efficient Algorithms for Personalized PageRank Computation: A Survey.
CoRR
Mingji Yang, Hanzhi Wang, Zhewei Wei, Sibo Wang, Ji-Rong Wen
2024 J jnl
Efficient Algorithms for Personalized PageRank Computation: A Survey.
IEEE Trans. Knowl. Data Eng.
Mingji Yang, Hanzhi Wang, Zhewei Wei, Sibo Wang, Ji-Rong Wen
2024 J jnl
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation.
CoRR
Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank.
LREC/COLING
Peiyu Liu, Ze-Feng Gao, Xiao Zhang, Wayne Xin Zhao, Ji-Rong Wen
2024 A* conf
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention.
SIGIR
Zhen Tian, Wayne Xin Zhao, Changwang Zhang, Xin Zhao, Zhongrui Ma, Ji-Rong Wen
2024 J jnl
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention.
CoRR
Zhen Tian, Wayne Xin Zhao, Changwang Zhang, Xin Zhao, Zhongrui Ma, Ji-Rong Wen
2024 J jnl
Explainable Legal Case Matching via Graph Optimal Transport.
IEEE Trans. Knowl. Data Eng.
Zhongxiang Sun, Weijie Yu, Zihua Si, Jun Xu, Zhenhua Dong, Xu Chen, Hongteng Xu, Ji-Rong Wen
2024 A* conf
Exploring Context Window of Large Language Models via Decomposed Positional Vectors.
NeurIPS
Zican Dong, Junyi Li, Xin Men, Xin Zhao, Bingning Wang, Zhen Tian, Weipeng Chen, Ji-Rong Wen
2024 J jnl
Exploring Context Window of Large Language Models via Decomposed Positional Vectors.
CoRR
Zican Dong, Junyi Li, Xin Men, Wayne Xin Zhao, Bingbing Wang, Zhen Tian, Weipeng Chen, Ji-Rong Wen
2024 J jnl
Exploring the Design Space of Visual Context Representation in Video MLLMs.
CoRR
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models.
CoRR
Zhipeng Chen, Liang Song, Kun Zhou, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.
CoRR
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2024 J jnl
From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning.
CoRR
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen, Ruibin Xiong, Mang Wang, Weipeng Chen
2024 J jnl
GenSim: A General Social Simulation Platform with Large Language Model based Agents.
CoRR
Jiakai Tang, Heyang Gao, Xuchen Pan, Lei Wang, Haoran Tan, Dawei Gao, Yushuo Chen, Xu Chen, Yankai Lin, Yaliang Li, Bolin Ding, Jingren Zhou, Jun Wang, Ji-Rong Wen
2024 J jnl
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems.
CoRR
Jiejun Tan, Zhicheng Dou, Wen Wang, Mang Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
ICLEval: Evaluating In-Context Learning Ability of Large Language Models.
CoRR
Wentong Chen, Yankai Lin, Zhenhao Zhou, HongYun Huang, Yantao Jia, Zhao Cao, Ji-Rong Wen
2024 — conf
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.
ACL (1)
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou
2024 J jnl
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.
CoRR
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zhicheng Dou, Zheng Liu, Ji-Rong Wen
2024 — conf
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models.
ECCV (73)
Yifan Li, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models.
CoRR
Yifan Li, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems.
CoRR
Yingqian Min, Zhipeng Chen, Jinhao Jiang, Jie Chen, Jia Deng, Yiwen Hu, Yiru Tang, Jiapeng Wang, Xiaoxue Cheng, Huatong Song, Wayne Xin Zhao, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen
2024 J jnl
Improving First-stage Retrieval of Point-of-interest Search by Pre-training Models.
ACM Trans. Inf. Syst.
Lang Mei, Jiaxin Mao, Juan Hu, Naiqiang Tan, Hua Chai, Ji-Rong Wen
2024 — conf
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.
ACL (Findings)
Zhipeng Chen, Kun Zhou, Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen
2024 J jnl
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.
CoRR
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen
2024 J jnl
Index-free triangle-based graph local clustering.
Frontiers Comput. Sci.
Zhe Yuan, Zhewei Wei, Fangrui Lv, Ji-Rong Wen
2024 J jnl
Integrated Personalized and Diversified Search Based on Search Logs.
IEEE Trans. Knowl. Data Eng.
Jiongnan Liu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2024 J jnl
Intent-Oriented Dynamic Interest Modeling for Personalized Web Search.
ACM Trans. Inf. Syst.
Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models.
CoRR
Ang Lv, Kaiyi Zhang, Yuhan Chen, Yulong Wang, Lifeng Liu, Ji-Rong Wen, Jian Xie, Rui Yan
2024 J jnl
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning.
CoRR
Xiaolei Wang, Xinyu Tang, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study.
CoRR
Zechun Niu, Jiaxin Mao, Qingyao Ai, Ji-Rong Wen
2024 A* conf
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models.
NeurIPS
Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
2024 J jnl
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models.
CoRR
Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Wayne Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
2024 J jnl
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen
2024 — conf
LLMBox: A Comprehensive Library for Large Language Models.
ACL (3)
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Ranchi Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Xin Zhao, Ji-Rong Wen
2024 J jnl
LLMBox: A Comprehensive Library for Large Language Models.
CoRR
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Yuanqian Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models.
ACL (1)
Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024 J jnl
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models.
CoRR
Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024 A* conf
Large Language Model Powered Agents for Information Retrieval.
SIGIR
An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
2024 — conf
Large Language Model Powered Agents in the Web.
WWW (Companion Volume)
Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
2024 — conf
Large Language Model-based Human-Agent Collaboration for Complex Task Solving.
EMNLP (Findings)
Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen
2024 J jnl
Large Language Model-based Human-Agent Collaboration for Complex Task Solving.
CoRR
Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen
2024 — conf
Learning Dynamic Multi-attribute Interest for Personalized Product Search.
EMNLP (Findings)
Yutong Bai, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Less is More: Data Value Estimation for Visual Instruction Tuning.
CoRR
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2024 J jnl
Low-Redundant Optimization for Large Language Model Alignment.
CoRR
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2024 — conf
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models.
ACL (1)
Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
2024 J jnl
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models.
CoRR
Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
2024 J jnl
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants.
CoRR
Zeyu Zhang, Quanyu Dai, Luyu Chen, Zeren Jiang, Rui Li, Jieming Zhu, Xu Chen, Yi Xie, Zhenhua Dong, Ji-Rong Wen
2024 J jnl
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment.
CoRR
Jinhao Jiang, Junyi Li, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen
2024 J jnl
Model-Agnostic Causal Embedding Learning for Counterfactually Group-Fair Recommendation.
IEEE Trans. Knowl. Data Eng.
Xiao Zhang, Teng Shi, Jun Xu, Zhenhua Dong, Ji-Rong Wen
2024 J jnl
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation.
CoRR
Changshuo Zhang, Teng Shi, Xiao Zhang, Qi Liu, Ruobing Xie, Jun Xu, Ji-Rong Wen
2024 A* conf
Modeling User Attention in Music Recommendation.
ICDE
Sunhao Dai, Ninglu Shao, Jieming Zhu, Xiao Zhang, Zhenhua Dong, Jun Xu, Quanyu Dai, Ji-Rong Wen
2024 J jnl
Multi-grained Document Modeling for Search Result Diversification.
ACM Trans. Inf. Syst.
Zhirui Deng, Zhicheng Dou, Zhan Su, Ji-Rong Wen
2024 J jnl
Neuron-based Personality Trait Induction in Large Language Models.
CoRR
Jia Deng, Tianyi Tang, Yanbin Yin, Wenhao Yang, Wayne Xin Zhao, Ji-Rong Wen
2024 A* conf
Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment.
EMNLP
Zhipeng Chen, Kun Zhou, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2024 J jnl
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain.
CoRR
Shuting Wang, Jiejun Tan, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
On-the-fly Modulation for Balanced Multimodal Learning.
CoRR
Yake Wei, Di Hu, Henghui Du, Ji-Rong Wen
2024 J jnl
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models.
CoRR
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
2024 A* conf
Optimizing Probabilistic Box Embeddings with Distance Measures.
ICDE
Lang Mei, Jiaxin Mao, Ji-Rong Wen
2024 A* conf
P
NeurIPS
Qi Wang, Pu Ren, Hao Zhou, Xin-Yang Liu, Zhiwen Deng, Yi Zhang, Zeruizhi Cheng, Hongsheng Liu, Zidong Wang, Jian-Xun Wang, Ji-Rong Wen, Hao Sun, Yang Liu
2024 J jnl
P
CoRR
Qi Wang, Pu Ren, Hao Zhou, Xin-Yang Liu, Zhiwen Deng, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Zidong Wang, Jian-Xun Wang, Ji-Rong Wen, Hao Sun, Yang Liu
2024 J jnl
Passage-aware Search Result Diversification.
ACM Trans. Inf. Syst.
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Personalized and Diversified: Ranking Search Results in an Integrated Way.
ACM Trans. Inf. Syst.
Shuting Wang, Zhicheng Dou, Jiongnan Liu, Qiannan Zhu, Ji-Rong Wen
2024 J jnl
Pre-Trained Language Models for Text Generation: A Survey.
ACM Comput. Surv.
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2024 J jnl
Progressive Multimodal Reasoning via Active Retrieval.
CoRR
Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2024 A conf
Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation.
RecSys
Lanling Xu, Zihan Lin, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis.
CoRR
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
QAGCF: Graph Collaborative Filtering for Q&A Recommendation.
CoRR
Changshuo Zhang, Teng Shi, Xiao Zhang, Yanping Zheng, Ruobing Xie, Qi Liu, Jun Xu, Ji-Rong Wen
2024 J jnl
Query-Oriented Data Augmentation for Session Search.
IEEE Trans. Knowl. Data Eng.
Haonan Chen, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Query-oriented Data Augmentation for Session Search.
CoRR
Haonan Chen, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 A* conf
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering.
EMNLP
Yuhao Wang, Ruiyang Ren, Junyi Li, Xin Zhao, Jing Liu, Ji-Rong Wen
2024 J jnl
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering.
CoRR
Yuhao Wang, Ruiyang Ren, Junyi Li, Wayne Xin Zhao, Jing Liu, Ji-Rong Wen
2024 J jnl
ROGER: Ranking-Oriented Generative Retrieval.
ACM Trans. Inf. Syst.
Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen
2024 J jnl
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2024 A* conf
Reflective Multi-Agent Collaboration based on Large Language Models.
NeurIPS
Xiaohe Bo, Zeyu Zhang, Quanyu Dai, Xueyang Feng, Lei Wang, Rui Li, Xu Chen, Ji-Rong Wen
2024 A* conf
Revisiting Local Computation of PageRank: Simple and Optimal.
STOC
Hanzhi Wang, Zhewei Wei, Ji-Rong Wen, Mingji Yang
2024 J jnl
Revisiting Local Computation of PageRank: Simple and Optimal.
CoRR
Hanzhi Wang, Zhewei Wei, Ji-Rong Wen, Mingji Yang
2024 A* conf
Rotative Factorization Machines.
KDD
Zhen Tian, Yuhong Shi, Xiangkun Wu, Wayne Xin Zhao, Ji-Rong Wen
2024 A conf
Scaling Law of Large Sequential Recommendation Models.
RecSys
Gaowei Zhang, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations.
CoRR
Xiaoqing Zhang, Xiuying Chen, Shen Gao, Shuqi Li, Xin Gao, Ji-Rong Wen, Rui Yan
2024 J jnl
Self-Calibrated Listwise Reranking with Large Language Models.
CoRR
Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2024 A* conf
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector.
EMNLP
Xiaoxue Cheng, Junyi Li, Xin Zhao, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Kun Gai, Ji-Rong Wen
2024 J jnl
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector.
CoRR
Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Kun Gai, Ji-Rong Wen
2024 — conf
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.
ACL (1)
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
2024 J jnl
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.
CoRR
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
2024 J jnl
Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop.
CoRR
Yuqi Zhou, Sunhao Dai, Liang Pang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024 A* conf
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses.
NeurIPS
Jianan Li, Quan Tu, Cunli Mao, Zhengtao Yu, Ji-Rong Wen, Rui Yan
2024 J jnl
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses.
CoRR
Jia-Nan Li, Quan Tu, Cunli Mao, Zhengtao Yu, Ji-Rong Wen, Rui Yan
2024 J jnl
Syntactic-Informed Graph Networks for Sentence Matching.
ACM Trans. Inf. Syst.
Chen Xu, Jun Xu, Zhenhua Dong, Ji-Rong Wen
2024 J jnl
Technical Report: Enhancing LLM Reasoning with Reward-guided Tree Search.
CoRR
Jinhao Jiang, Zhipeng Chen, Yingqian Min, Jie Chen, Xiaoxue Cheng, Jiapeng Wang, Yiru Tang, Haoxiang Sun, Jia Deng, Wayne Xin Zhao, Zheng Liu, Dong Yan, Jian Xie, Zhongyuan Wang, Ji-Rong Wen
2024 — conf
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models.
ACL (1)
Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2024 J jnl
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models.
CoRR
Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2024 J jnl
Tool Learning with Large Language Models: A Survey.
CoRR
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2024 J jnl
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation.
CoRR
Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models.
CoRR
Yushuo Chen, Tianyi Tang, Erge Xiang, Linjiang Li, Wayne Xin Zhao, Jing Wang, Yunpeng Chai, Ji-Rong Wen
2024 A conf
Towards Completeness-Oriented Tool Retrieval for Large Language Models.
CIKM
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
2024 J jnl
Towards Effective and Efficient Continual Pre-training of Large Language Models.
CoRR
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2024 J jnl
Towards Event-oriented Long Video Understanding.
CoRR
Yifan Du, Kun Zhou, Yuqi Huo, Yifan Li, Wayne Xin Zhao, Haoyu Lu, Zijia Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System.
CoRR
Zeyu Zhang, Jianxun Lian, Chen Ma, Yaning Qu, Ye Luo, Lei Wang, Rui Li, Xu Chen, Yankai Lin, Le Wu, Xing Xie, Ji-Rong Wen
2024 J jnl
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models.
CoRR
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.
CoRR
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing.
CoRR
Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su, Ji-Rong Wen
2024 J jnl
Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers.
CoRR
Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen
2024 — conf
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression.
ACL (1)
Peiyu Liu, Ze-Feng Gao, Xin Zhao, Yipeng Ma, Tao Wang, Ji-Rong Wen
2024 J jnl
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression.
CoRR
Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Yipeng Ma, Tao Wang, Ji-Rong Wen
2024 A* conf
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training.
ICML
Jinxia Yang, Bing Su, Xin Zhao, Ji-Rong Wen
2024 J jnl
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training.
CoRR
Jinxia Yang, Bing Su, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models.
EMNLP (Findings)
Jie Chen, Yupeng Zhang, Bingning Wang, Xin Zhao, Ji-Rong Wen, Weipeng Chen
2024 J jnl
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models.
CoRR
Jie Chen, Yupeng Zhang, Bingning Wang, Wayne Xin Zhao, Ji-Rong Wen, Weipeng Chen
2024 J jnl
Very Large-Scale Multi-Agent Simulation in AgentScope.
CoRR
Xuchen Pan, Dawei Gao, Yuexiang Xie, Zhewei Wei, Yaliang Li, Bolin Ding, Ji-Rong Wen, Jingren Zhou
2024 J jnl
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm.
IEEE Trans. Knowl. Data Eng.
Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen
2024 A* conf
Your Career Path Matters in Person-Job Fit.
AAAI
Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan
2024 J jnl
YuLan-Mini: An Open Data-efficient Language Model.
CoRR
Yiwen Hu, Huatong Song, Jia Deng, Jiapeng Wang, Jie Chen, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
YuLan: An Open-source Large Language Model.
CoRR
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
2023 J jnl
A Revisiting Study of Appropriate Offline Evaluation for Top-
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Zihan Lin, Zhichao Feng, Pengfei Wang, Ji-Rong Wen
2023 J jnl
A Survey of Large Language Models.
CoRR
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
A Survey of Reasoning with Foundation Models.
CoRR
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
2023 J jnl
A Survey on Large Language Model based Autonomous Agents.
CoRR
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-Rong Wen
2023 — conf
A Thorough Examination on Zero-shot Dense Retrieval.
EMNLP (Findings)
Ruiyang Ren, Yingqi Qu, Jing Liu, Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen
2023 J jnl
AI-accelerated Discovery of Altermagnetic Materials.
CoRR
Ze-Feng Gao, Shuai Qu, Bocheng Zeng, Yang Liu, Ji-Rong Wen, Hao Sun, Peng-Jie Guo, Zhong-Yi Lu
2023 J jnl
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.
CoRR
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
2023 J jnl
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
CoRR
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2023 A conf
Alleviating the Long-Tail Problem in Conversational Recommender Systems.
RecSys
Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 J jnl
Alleviating the Long-Tail Problem in Conversational Recommender Systems.
CoRR
Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 J jnl
Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse.
CoRR
Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan
2023 J jnl
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models.
CoRR
Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment.
CoRR
Geyang Guo, Ranchi Zhao, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen
2023 — conf
Binary Neural Network for Video Action Recognition.
MMM (1)
Hongfeng Han, Zhiwu Lu, Ji-Rong Wen
2023 J jnl
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection.
ACM Trans. Intell. Syst. Technol.
Jing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie, Ji-Rong Wen
2023 — conf
CTDA: Contrastive Temporal Domain Adaptation for Action Segmentation.
MMM (2)
Hongfeng Han, Zhiwu Lu, Ji-Rong Wen
2023 — conf
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.
EMNLP (Findings)
Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Xin Zhao, Ji-Rong Wen
2023 J jnl
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.
CoRR
Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Complex Knowledge Base Question Answering: A Survey.
IEEE Trans. Knowl. Data Eng.
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Contrastive Learning for Legal Judgment Prediction.
ACM Trans. Inf. Syst.
Han Zhang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2023 A* conf
Contrastive Learning for User Sequence Representation in Personalized Product Search.
KDD
Shitong Dai, Jiongnan Liu, Zhicheng Dou, Haonan Wang, Lin Liu, Bo Long, Ji-Rong Wen
2023 A* conf
Counterfactual Cross-modality Reasoning for Weakly Supervised Video Moment Localization.
ACM Multimedia
Zezhong Lv, Bing Su, Ji-Rong Wen
2023 J jnl
Counterfactual Cross-modality Reasoning for Weakly Supervised Video Moment Localization.
CoRR
Zezhong Lv, Bing Su, Ji-Rong Wen
2023 J jnl
Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-
ACM Trans. Inf. Syst.
Hui Wang, Kun Zhou, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2023 J jnl
Data Augmented Sequential Recommendation Based on Counterfactual Thinking.
IEEE Trans. Knowl. Data Eng.
Xu Chen, Zhenlei Wang, Hongteng Xu, Jingsen Zhang, Yongfeng Zhang, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Deep understanding of big geo-social data for autonomous vehicles.
Neural Comput. Appl.
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
2023 J jnl
DeepQFM: a deep learning based query facets mining method.
Inf. Retr. J.
Zhirui Deng, Zhicheng Dou, Ji-Rong Wen
2023 A* conf
Diffusion Models for Non-autoregressive Text Generation: A Survey.
IJCAI
Yifan Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Diffusion Models for Non-autoregressive Text Generation: A Survey.
CoRR
Yifan Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation.
CoRR
Kun Zhou, Yifan Li, Wayne Xin Zhao, Ji-Rong Wen
2023 A conf
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.
WSDM
Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao
2023 J jnl
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study.
CoRR
Peiyu Liu, Zikang Liu, Ze-Feng Gao, Dawei Gao, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
2023 J jnl
Don't Make Your LLM an Evaluation Benchmark Cheater.
CoRR
Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, Jiawei Han
2023 A conf
Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction.
CIKM
Sunhao Dai, Yuqi Zhou, Jun Xu, Ji-Rong Wen
2023 J jnl
Dually Enhanced Propensity Score Estimation in Sequential Recommendation.
CoRR
Chen Xu, Jun Xu, Xu Chen, Zhenghua Dong, Ji-Rong Wen
2023 J jnl
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index.
Mach. Intell. Res.
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
2023 J jnl
Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuning.
Mach. Intell. Res.
Ji-Rong Wen, Zi Huang, Hanwang Zhang
2023 A* conf
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback.
EMNLP
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2023 J jnl
Enhancing Multi-View Smoothness for Sequential Recommendation Models.
ACM Trans. Inf. Syst.
Kun Zhou, Hui Wang, Ji-Rong Wen, Wayne Xin Zhao
2023 J jnl
Enhancing Potential Re-Finding in Personalized Search With Hierarchical Memory Networks.
IEEE Trans. Knowl. Data Eng.
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2023 J jnl
Enhancing Recommendation with Search Data in a Causal Learning Manner.
ACM Trans. Inf. Syst.
Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Yang Song, Xiaoxue Zang, Ji-Rong Wen
2023 — conf
Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing.
EMNLP (Findings)
Peiyu Liu, Ze-Feng Gao, Yushuo Chen, Xin Zhao, Ji-Rong Wen
2023 A* conf
EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction.
SIGIR
Zhen Tian, Ting Bai, Wayne Xin Zhao, Ji-Rong Wen, Zhao Cao
2023 J jnl
EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction.
CoRR
Zhen Tian, Ting Bai, Wayne Xin Zhao, Ji-Rong Wen, Zhao Cao
2023 A* conf
Evaluating Object Hallucination in Large Vision-Language Models.
EMNLP
Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Evaluating Object Hallucination in Large Vision-Language Models.
CoRR
Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning.
NeurIPS
Beichen Zhang, Kun Zhou, Xilin Wei, Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2023 J jnl
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning.
CoRR
Beichen Zhang, Kun Zhou, Xilin Wei, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2023 J jnl
From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models.
CoRR
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2023 J jnl
GDESA: Greedy Diversity Encoder with Self-attention for Search Results Diversification.
ACM Trans. Inf. Syst.
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2023 A conf
Generative Next-Basket Recommendation.
RecSys
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2023 A* conf
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models.
EMNLP
Junyi Li, Xiaoxue Cheng, Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models.
CoRR
Junyi Li, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2023 A* conf
Improving Conversational Recommendation Systems via Counterfactual Data Simulation.
KDD
Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 J jnl
Improving Conversational Recommendation Systems via Counterfactual Data Simulation.
CoRR
Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 A* conf
Incorporating Explicit Subtopics in Personalized Search.
WWW
Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen
2023 J jnl
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community.
CoRR
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
2023 J jnl
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
2023 J jnl
Integrating Representation and Interaction for Context-Aware Document Ranking.
ACM Trans. Inf. Syst.
Haonan Chen, Zhicheng Dou, Qiannan Zhu, Xiaochen Zuo, Ji-Rong Wen
2023 J jnl
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation.
CoRR
Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hao Tian, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023 A* conf
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving.
KDD
Xin Zhao, Kun Zhou, Beichen Zhang, Zheng Gong, Zhipeng Chen, Yuanhang Zhou, Ji-Rong Wen, Jing Sha, Shijin Wang, Cong Liu, Guoping Hu
2023 J jnl
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving.
CoRR
Wayne Xin Zhao, Kun Zhou, Beichen Zhang, Zheng Gong, Zhipeng Chen, Yuanhang Zhou, Ji-Rong Wen, Jing Sha, Shijin Wang, Cong Liu, Guoping Hu
2023 J jnl
LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops.
CoRR
Chen Xu, Xiaopeng Ye, Jun Xu, Xiao Zhang, Weiran Shen, Ji-Rong Wen
2023 J jnl
Large Language Models for Information Retrieval: A Survey.
CoRR
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, Ji-Rong Wen
2023 A* conf
Law Article-Enhanced Legal Case Matching: A Causal Learning Approach.
SIGIR
Zhongxiang Sun, Jun Xu, Xiao Zhang, Zhenhua Dong, Ji-Rong Wen
2023 — conf
Learning to Imagine: Visually-Augmented Natural Language Generation.
ACL (1)
Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Learning to Imagine: Visually-Augmented Natural Language Generation.
CoRR
Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations.
IEEE ACM Trans. Audio Speech Lang. Process.
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
Looking Back on the Past: Active Learning with Historical Evaluation Results : Extended Abstract.
ICDE
Jing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2023 — conf
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders Are Better Dense Retrievers.
ECML/PKDD (2)
Kun Zhou, Xiao Liu, Yeyun Gong, Wayne Xin Zhao, Daxin Jiang, Nan Duan, Ji-Rong Wen
2023 — conf
MVP: Multi-task Supervised Pre-training for Natural Language Generation.
ACL (Findings)
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning.
Int. J. Comput. Vis.
Wenwen Qiang, Jiangmeng Li, Bing Su, Jianlong Fu, Hui Xiong, Ji-Rong Wen
2023 J jnl
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity.
IEEE Trans. Knowl. Data Eng.
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
2023 A conf
Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation.
CIKM
Shuqing Bian, Xingyu Pan, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Ji-Rong Wen
2023 J jnl
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection.
CoRR
Hongjin Qian, Zhicheng Dou, Jiejun Tan, Haonan Chen, Haoqi Gu, Ruofei Lai, Xinyu Zhang, Zhao Cao, Ji-Rong Wen
2023 A* conf
PSLOG: Pretraining with Search Logs for Document Ranking.
KDD
Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen
2023 A* conf
REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths.
NeurIPS
Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Xin Zhao, Ji-Rong Wen
2023 J jnl
REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation.
CoRR
Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Ji-Rong Wen
2023 J jnl
RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit.
CoRR
Jiongnan Liu, Jiajie Jin, Zihan Wang, Jiehan Cheng, Zhicheng Dou, Ji-Rong Wen
2023 A* conf
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph.
EMNLP
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2023 J jnl
RecAgent: A Novel Simulation Paradigm for Recommender Systems.
CoRR
Lei Wang, Jingsen Zhang, Xu Chen, Yankai Lin, Ruihua Song, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
CoRR
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2023 J jnl
RenderDiffusion: Text Generation as Image Generation.
CoRR
Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2023 A* conf
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models.
EMNLP
Xiaolei Wang, Xinyu Tang, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2023 J jnl
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models.
CoRR
Xiaolei Wang, Xinyu Tang, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2023 A* conf
Reward Imputation with Sketching for Contextual Batched Bandits.
NeurIPS
Xiao Zhang, Ninglu Shao, Zihua Si, Jun Xu, Wenhan Wang, Hanjing Su, Ji-Rong Wen
2023 — conf
SSP: Self-Supervised Post-training for Conversational Search.
ACL (Findings)
Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan
2023 J jnl
SSP: Self-Supervised Post-training for Conversational Search.
CoRR
Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan
2023 J jnl
Scaling Law of Large Sequential Recommendation Models.
CoRR
Gaowei Zhang, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Scaling Pre-trained Language Models to Deeper via Parameter-efficient Architecture.
CoRR
Peiyu Liu, Ze-Feng Gao, Yushuo Chen, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Self-supervised audiovisual representation learning for remote sensing data.
Int. J. Appl. Earth Obs. Geoinformation
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
2023 A conf
Separating Examination and Trust Bias from Click Predictions for Unbiased Relevance Ranking.
WSDM
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
2023 A* conf
Sequential Recommendation with User Causal Behavior Discovery.
ICDE
Zhenlei Wang, Xu Chen, Rui Zhou, Quanyu Dai, Zhenhua Dong, Ji-Rong Wen
2023 — conf
Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.
ACL (1)
Ze-Feng Gao, Kun Zhou, Peiyu Liu, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
Spatio-Temporal Branching for Motion Prediction using Motion Increments.
ACM Multimedia
Jiexin Wang, Yujie Zhou, Wenwen Qiang, Ying Ba, Bing Su, Ji-Rong Wen
2023 A* conf
StructGPT: A General Framework for Large Language Model to Reason over Structured Data.
EMNLP
Jinhao Jiang, Kun Zhou, Zican Dong, Keming Ye, Xin Zhao, Ji-Rong Wen
2023 J jnl
StructGPT: A General Framework for Large Language Model to Reason over Structured Data.
CoRR
Jinhao Jiang, Kun Zhou, Zican Dong, Keming Ye, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling.
ACM Multimedia
Zhao Yang, Bing Su, Ji-Rong Wen
2023 J jnl
Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling.
CoRR
Zhao Yang, Bing Su, Ji-Rong Wen
2023 — conf
TOME: A Two-stage Approach for Model-based Retrieval.
ACL (1)
Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023 J jnl
TOME: A Two-stage Approach for Model-based Retrieval.
CoRR
Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023 — conf
The Web Can Be Your Oyster for Improving Language Models.
ACL (Findings)
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
The Web Can Be Your Oyster for Improving Large Language Models.
CoRR
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen
2023 — conf
Towards Efficient and Effective Transformers for Sequential Recommendation.
DASFAA (2)
Wenqi Sun, Zheng Liu, Xinyan Fan, Ji-Rong Wen, Wayne Xin Zhao
2023 A* conf
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems.
SIGIR
Lanling Xu, Zhen Tian, Gaowei Zhang, Junjie Zhang, Lei Wang, Bowen Zheng, Yifan Li, Jiakai Tang, Zeyu Zhang, Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
2023 J jnl
UFIN: Universal Feature Interaction Network for Multi-Domain Click-Through Rate Prediction.
CoRR
Zhen Tian, Changwang Zhang, Wayne Xin Zhao, Xin Zhao, Ji-Rong Wen, Zhao Cao
2023 — conf
Unbiased Top-$k$ Learning to Rank with Causal Likelihood Decomposition.
SIGIR-AP
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
2023 A conf
Uncovering User Interest from Biased and Noised Watch Time in Video Recommendation.
RecSys
Haiyuan Zhao, Lei Zhang, Jun Xu, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
2023 J jnl
Uncovering User Interest from Biased and Noised Watch Time in Video Recommendation.
CoRR
Haiyuan Zhao, Lei Zhang, Jun Xu, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
2023 A* conf
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph.
ICLR
Jinhao Jiang, Kun Zhou, Xin Zhao, Ji-Rong Wen
2023 A conf
VILE: Block-Aware Visual Enhanced Document Retrieval.
CIKM
Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen
2023 — conf
Visually-augmented pretrained language models for NLP tasks without images.
ACL (1)
Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Qinyu Zhang, Ji-Rong Wen
2023 J jnl
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus.
CoRR
Hongjing Qian, Yutao Zhu, Zhicheng Dou, Haoqi Gu, Xinyu Zhang, Zheng Liu, Ruofei Lai, Zhao Cao, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning.
CoRR
Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen
2023 A* conf
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation.
SIGIR
Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen
2023 J jnl
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation.
CoRR
Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen
2023 — conf
Zero-shot Visual Question Answering with Language Model Feedback.
ACL (Findings)
Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Zero-shot Visual Question Answering with Language Model Feedback.
CoRR
Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen
2022 — conf
$Great Truths are Always Simple: $ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models.
NAACL-HLT (Findings)
Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 A* conf
A Category-aware Multi-interest Model for Personalized Product Search.
WWW
Jiongnan Liu, Zhicheng Dou, Qiannan Zhu, Ji-Rong Wen
2022 A* conf
A Model-Agnostic Causal Learning Framework for Recommendation using Search Data.
WWW
Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen
2022 J jnl
A Model-Agnostic Causal Learning Framework for Recommendation using Search Data.
CoRR
Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen
2022 J jnl
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language.
CoRR
Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen
2022 — conf
A Multi-Modal Knowledge Graph for Classical Chinese Poetry.
EMNLP (Findings)
Yuqing Li, Yuxin Zhang, Bin Wu, Ji-Rong Wen, Ruihua Song, Ting Bai
2022 A conf
A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation.
CIKM
Shuqing Bian, Wayne Xin Zhao, Jinpeng Wang, Ji-Rong Wen
2022 J jnl
A Survey of Pretrained Language Models Based Text Generation.
CoRR
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2022 Misc conf
A Tag-Based Post-Hoc Framework for Explainable Conversational Recommendation.
ICTIR
Kerui Xu, Jun Xu, Sheng Gao, Si Li, Jun Guo, Ji-Rong Wen
2022 J jnl
A Thorough Examination on Zero-shot Dense Retrieval.
CoRR
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen
2022 J jnl
AP-GAN: Adversarial patch attack on content-based image retrieval systems.
GeoInformatica
Guoping Zhao, Mingyu Zhang, Jiajun Liu, Yaxian Li, Ji-Rong Wen
2022 A* conf
Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator.
SIGIR
Shanlei Mu, Yaliang Li, Wayne Xin Zhao, Jingyuan Wang, Bolin Ding, Ji-Rong Wen
2022 J jnl
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection.
CoRR
Jing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie, Ji-Rong Wen
2022 A* conf
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval.
CVPR
Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen
2022 J jnl
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval.
CoRR
Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen
2022 J jnl
Clarifying Ambiguous Keywords with Personal Word Embeddings for Personalized Search.
ACM Trans. Inf. Syst.
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2022 J jnl
Class-Aware Sounding Objects Localization via Audiovisual Correspondence.
IEEE Trans. Pattern Anal. Mach. Intell.
Di Hu, Yake Wei, Rui Qian, Weiyao Lin, Ruihua Song, Ji-Rong Wen
2022 B conf
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation.
COLING
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2022 — conf
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network.
ACL (1)
Zheng Gong, Kun Zhou, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2022 A* conf
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited.
NeurIPS
Mingguo He, Zhewei Wei, Ji-Rong Wen
2022 J jnl
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited.
CoRR
Mingguo He, Zhewei Wei, Ji-Rong Wen
2022 A* conf
Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification.
KDD
Xiao Zhang, Sunhao Dai, Jun Xu, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen
2022 — conf
Debiased Contrastive Learning of Unsupervised Sentence Representations.
ACL (1)
Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Debiased Contrastive Learning of Unsupervised Sentence Representations.
CoRR
Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen
2022 A* conf
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records.
NeurIPS
Hongda Sun, Shufang Xie, Shuqi Li, Yuhan Chen, Ji-Rong Wen, Rui Yan
2022 J jnl
Dense Text Retrieval based on Pretrained Language Models: A Survey.
CoRR
Wayne Xin Zhao, Jing Liu, Ruiyang Ren, Ji-Rong Wen
2022 J jnl
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.
CoRR
Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Distribution Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
IEEE ACM Trans. Audio Speech Lang. Process.
Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Ji-Rong Wen
2022 A conf
Dually Enhanced Propensity Score Estimation in Sequential Recommendation.
CIKM
Chen Xu, Jun Xu, Xu Chen, Zhenhua Dong, Ji-Rong Wen
2022 J jnl
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index.
CoRR
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
2022 A* conf
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation.
EMNLP
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2022 J jnl
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation.
CoRR
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2022 J jnl
Edge-based Local Push for Personalized PageRank.
CoRR
Hanzhi Wang, Zhewei Wei, Junhao Gan, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2022 J jnl
Edge-based Local Push for Personalized PageRank.
Proc. VLDB Endow.
Hanzhi Wang, Zhewei Wei, Junhao Gan, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2022 — conf
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models.
NAACL-HLT
Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Xin Zhao, Ji-Rong Wen
2022 J jnl
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models.
CoRR
Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Wayne Xin Zhao, Ji-Rong Wen
2022 A conf
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
CIKM
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
2022 J jnl
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
CoRR
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
2022 A* conf
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction.
SIGIR
Weijie Yu, Zhongxiang Sun, Jun Xu, Zhenhua Dong, Xu Chen, Hongteng Xu, Ji-Rong Wen
2022 J jnl
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction.
CoRR
Weijie Yu, Zhongxiang Sun, Jun Xu, Zhenhua Dong, Xu Chen, Hongteng Xu, Ji-Rong Wen
2022 A* conf
Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation.
KDD
Zihan Lin, Hui Wang, Jingshu Mao, Wayne Xin Zhao, Cheng Wang, Peng Jiang, Ji-Rong Wen
2022 J jnl
Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation.
CoRR
Zihan Lin, Hui Wang, Jingshu Mao, Wayne Xin Zhao, Cheng Wang, Peng Jiang, Ji-Rong Wen
2022 A* conf
Filter-enhanced MLP is All You Need for Sequential Recommendation.
WWW
Kun Zhou, Hui Yu, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Filter-enhanced MLP is All You Need for Sequential Recommendation.
CoRR
Kun Zhou, Hui Yu, Wayne Xin Zhao, Ji-Rong Wen
2022 — conf
Finding the Dominant Winning Ticket in Pre-Trained Language Models.
ACL (Findings)
Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan
2022 A* conf
Generating Clarifying Questions with Web Search Results.
SIGIR
Ziliang Zhao, Zhicheng Dou, Jiaxin Mao, Ji-Rong Wen
2022 J jnl
Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2022 A conf
Improving Session Search by Modeling Multi-Granularity Historical Query Change.
WSDM
Xiaochen Zuo, Zhicheng Dou, Ji-Rong Wen
2022 J jnl
Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction.
ACM Trans. Inf. Syst.
Siqing Li, Yaliang Li, Wayne Xin Zhao, Bolin Ding, Ji-Rong Wen
2022 A* conf
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding.
KDD
Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Ji-Rong Wen
2022 J jnl
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding.
CoRR
Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Ji-Rong Wen
2022 A* conf
Knowledge Enhanced Search Result Diversification.
KDD
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2022 J jnl
Knowledge-Guided Disentangled Representation Learning for Recommender Systems.
ACM Trans. Inf. Syst.
Shanlei Mu, Yaliang Li, Wayne Xin Zhao, Siqing Li, Ji-Rong Wen
2022 J jnl
Law Article-Enhanced Legal Case Matching: a Model-Agnostic Causal Learning Approach.
CoRR
Zhongxiang Sun, Jun Xu, Xiao Zhang, Zhenhua Dong, Ji-Rong Wen
2022 A* conf
Learning Probabilistic Box Embeddings for Effective and Efficient Ranking.
WWW
Lang Mei, Jiaxin Mao, Gang Guo, Ji-Rong Wen
2022 A* conf
Learning to Answer Questions in Dynamic Audio-Visual Scenarios.
CVPR
Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu
2022 J jnl
Learning to Answer Questions in Dynamic Audio-Visual Scenarios.
CoRR
Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu
2022 — conf
Learning to Transfer Prompts for Text Generation.
NAACL-HLT
Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Xin Zhao
2022 J jnl
Learning to Transfer Prompts for Text Generation.
CoRR
Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Learning towards conversational AI: A survey.
AI Open
Tingchen Fu, Sheng Gao, Xueliang Zhao, Ji-Rong Wen, Rui Yan
2022 — conf
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation.
NAACL-HLT
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
2022 J jnl
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation.
CoRR
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
2022 — conf
Leveraging Search History for Improving Person-Job Fit.
DASFAA (1)
Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen
2022 J jnl
Leveraging Search History for Improving Person-Job Fit.
CoRR
Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen
2022 J jnl
Linear and Deep Order-Preserving Wasserstein Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Bing Su, Jiahuan Zhou, Ji-Rong Wen, Ying Wu
2022 A* conf
Log-Polar Space Convolution Layers.
NeurIPS
Bing Su, Ji-Rong Wen
2022 J jnl
Looking Back on the Past: Active Learning With Historical Evaluation Results.
IEEE Trans. Knowl. Data Eng.
Jing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2022 J jnl
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers.
CoRR
Kun Zhou, Xiao Liu, Yeyun Gong, Wayne Xin Zhao, Daxin Jiang, Nan Duan, Ji-Rong Wen
2022 J jnl
MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation.
CoRR
Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan
2022 — conf
MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation.
ACL (1)
Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan
2022 J jnl
MVP: Multi-task Supervised Pre-training for Natural Language Generation.
CoRR
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation.
CoRR
Xu Chen, Yongfeng Zhang, Ji-Rong Wen
2022 J jnl
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity.
CoRR
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
2022 A conf
Modeling Two-Way Selection Preference for Person-Job Fit.
RecSys
Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Modeling Two-Way Selection Preference for Person-Job Fit.
CoRR
Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Multimodal foundation models are better simulators of the human brain.
CoRR
Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen
2022 J jnl
Negative Sampling for Contrastive Representation Learning: A Review.
CoRR
Lanling Xu, Jianxun Lian, Wayne Xin Zhao, Ming Gong, Linjun Shou, Daxin Jiang, Xing Xie, Ji-Rong Wen
2022 A conf
Neural Graph Matching for Pre-training Graph Neural Networks.
SDM
Yupeng Hou, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou, Ji-Rong Wen
2022 J jnl
Neural Graph Matching for Pre-training Graph Neural Networks.
CoRR
Yupeng Hou, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou, Ji-Rong Wen
2022 B conf
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching.
COLING
Weijie Yu, Liang Pang, Jun Xu, Bing Su, Zhenhua Dong, Ji-Rong Wen
2022 B conf
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models.
COLING
Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen
2022 J jnl
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models.
CoRR
Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen
2022 J jnl
Partial Information as Full: Reward Imputation with Sketching in Bandits.
CoRR
Xiao Zhang, Ninglu Shao, Zihua Si, Jun Xu, Wenhan Wang, Hanjing Su, Ji-Rong Wen
2022 J jnl
Persistent Summaries.
ACM Trans. Database Syst.
Tianjing Zeng, Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen
2022 A* conf
Privacy-Preserved Neural Graph Similarity Learning.
ICDM
Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2022 J jnl
Privacy-Preserved Neural Graph Similarity Learning.
CoRR
Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2022 A conf
RecBole 2.0: Towards a More Up-to-Date Recommendation Library.
CIKM
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
2022 J jnl
RecBole 2.0: Towards a More Up-to-Date Recommendation Library.
CoRR
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
2022 J jnl
Recent Advances in RecBole: Extensions with more Practical Considerations.
CoRR
Lanling Xu, Zhen Tian, Gaowei Zhang, Lei Wang, Junjie Zhang, Bowen Zheng, Yifan Li, Yupeng Hou, Xingyu Pan, Yushuo Chen, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
2022 A conf
STAR-GNN: Spatial-Temporal Video Representation for Content-Based Retrieval.
ICME
Guoping Zhao, Bingqing Zhang, Mingyu Zhang, Yaxian Li, Jiajun Liu, Ji-Rong Wen
2022 J jnl
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval.
CoRR
Guoping Zhao, Bingqing Zhang, Mingyu Zhang, Yaxian Li, Jiajun Liu, Ji-Rong Wen
2022 B conf
Semantic Sentence Matching via Interacting Syntax Graphs.
COLING
Chen Xu, Jun Xu, Zhenhua Dong, Ji-Rong Wen
2022 J jnl
Sequential Recommendation with Causal Behavior Discovery.
CoRR
Zhenlei Wang, Xu Chen, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen
2022 — conf
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.
EMNLP (Industry Track)
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan
2022 J jnl
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.
CoRR
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen
2022 — conf
Supervised Contrastive Learning for Few-Shot Action Classification.
ECML/PKDD (3)
Hongfeng Han, Nanyi Fei, Zhiwu Lu, Ji-Rong Wen
2022 A* conf
Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification.
ICLR
Bing Su, Ji-Rong Wen
2022 — conf
TextBox 2.0: A Text Generation Library with Pre-trained Language Models.
EMNLP (Demos)
Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2022 J jnl
TextBox 2.0: A Text Generation Library with Pre-trained Language Models.
CoRR
Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Zican Dong, Xiaoxue Cheng, Yuhao Wang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
2022 — conf
There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory.
ACL (1)
Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan
2022 J jnl
There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory.
CoRR
Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan
2022 A* conf
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning.
KDD
Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning.
CoRR
Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 A* conf
Towards Universal Sequence Representation Learning for Recommender Systems.
KDD
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
2022 J jnl
Towards Universal Sequence Representation Learning for Recommender Systems.
CoRR
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
2022 J jnl
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer.
CoRR
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen
2022 A* conf
Unbiased Sequential Recommendation with Latent Confounders.
WWW
Zhenlei Wang, Shiqi Shen, Zhipeng Wang, Bo Chen, Xu Chen, Ji-Rong Wen
2022 J jnl
Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition.
CoRR
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
2022 J jnl
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Visually-augmented pretrained language models for NLP tasks without images.
CoRR
Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Qinyu Zhang, Ji-Rong Wen
2021 — conf
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech.
ACL/IJCNLP (1)
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Nianwen Xue, Ji-Rong Wen
2021 J jnl
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech.
CoRR
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Nianwen Xue, Ji-Rong Wen
2021 A* conf
A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps.
WWW
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo, Ji-Rong Wen
2021 — conf
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations.
ACL/IJCNLP (1)
Chongyang Tao, Changyu Chen, Jiazhan Feng, Ji-Rong Wen, Rui Yan
2021 A* conf
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions.
IJCAI
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions.
CoRR
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2021 A conf
Adapting User Preference to Online Feedback in Multi-round Conversational Recommendation.
WSDM
Kerui Xu, Jingxuan Yang, Jun Xu, Sheng Gao, Jun Guo, Ji-Rong Wen
2021 A* conf
Approximate Graph Propagation.
KDD
Hanzhi Wang, Mingguo He, Zhewei Wei, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2021 J jnl
Approximate Graph Propagation.
CoRR
Hanzhi Wang, Mingguo He, Zhewei Wei, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2021 — conf
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System.
ACL (demo)
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2021 J jnl
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System.
CoRR
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2021 J jnl
Class-aware Sounding Objects Localization via Audiovisual Correspondence.
CoRR
Di Hu, Yake Wei, Rui Qian, Weiyao Lin, Ruihua Song, Ji-Rong Wen
2021 A conf
Complex Action Segmentation in Compressed Videos.
ICME
Hongfeng Han, Guoxing Yang, Yuqi Huo, Zhiwu Lu, Ji-Rong Wen
2021 J jnl
Complex Knowledge Base Question Answering: A Survey.
CoRR
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2021 A* conf
Compressed Video Contrastive Learning.
NeurIPS
Yuqi Huo, Mingyu Ding, Haoyu Lu, Nanyi Fei, Zhiwu Lu, Ji-Rong Wen, Ping Luo
2021 A conf
Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation.
CIKM
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Jing Cai, Yancheng He, Cunxiang Yin, Ji-Rong Wen
2021 A* conf
Counterfactual Data-Augmented Sequential Recommendation.
SIGIR
Zhenlei Wang, Jingsen Zhang, Hongteng Xu, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao, Ji-Rong Wen
2021 A* conf
Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback.
SIGIR
Xiao Zhang, Haonan Jia, Hanjing Su, Wenhan Wang, Jun Xu, Ji-Rong Wen
2021 A* conf
Counterfactual VQA: A Cause-Effect Look at Language Bias.
CVPR
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
2021 J jnl
Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation.
CoRR
Hui Wang, Kun Zhou, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2021 A* conf
Debiasing Learning based Cross-domain Recommendation.
KDD
Siqing Li, Liuyi Yao, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Tonglei Guo, Bolin Ding, Ji-Rong Wen
2021 J jnl
Deep understanding of big geospatial data for self-driving cars.
Neurocomputing
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
2021 A conf
Domain-Adaptive Few-Shot Learning.
WACV
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen
2021 — conf
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators.
ACL/IJCNLP (1)
Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Zhi-Yuan Xie, Zhong-Yi Lu, Ji-Rong Wen
2021 J jnl
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators.
CoRR
Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Zhi-Yuan Xie, Zhong-Yi Lu, Ji-Rong Wen
2021 J jnl
ExactSim: benchmarking single-source SimRank algorithms with high-precision ground truths.
VLDB J.
Hanzhi Wang, Zhewei Wei, Yu Liu, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2021 A* conf
FedPS: A Privacy Protection Enhanced Personalized Search Framework.
WWW
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 — conf
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models.
ACL/IJCNLP (Findings)
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2021 J jnl
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models.
CoRR
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2021 — conf
Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks.
APWeb/WAIM (2)
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2021 A* conf
Group based Personalized Search by Integrating Search Behaviour and Friend Network.
SIGIR
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen
2021 J jnl
Group based Personalized Search by Integrating Search Behaviour and Friend Network.
CoRR
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen
2021 A conf
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals.
WSDM
Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals.
CoRR
Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
Information retrieval: a view from the Chinese IR community.
Frontiers Comput. Sci.
Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang
2021 — conf
Interaction-Based Document Matching for Implicit Search Result Diversification.
CCIR
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 A* conf
Knowledge-based Review Generation by Coherence Enhanced Text Planning.
SIGIR
Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2021 J jnl
Knowledge-based Review Generation by Coherence Enhanced Text Planning.
CoRR
Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2021 A conf
Learning Implicit User Profile for Personalized Retrieval-Based Chatbot.
CIKM
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
2021 J jnl
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot.
CoRR
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
2021 A* conf
Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation.
SIGIR
Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, Ji-Rong Wen
2021 J jnl
Log-Polar Space Convolution for Convolutional Neural Networks.
CoRR
Bing Su, Ji-Rong Wen
2021 A* conf
Modeling Intent Graph for Search Result Diversification.
SIGIR
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, Ji-Rong Wen
2021 J jnl
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm.
CoRR
Lin Bo, Liang Pang, Gang Wang, Jun Xu, Xiuqiang He, Ji-Rong Wen
2021 J jnl
Multi-Response Awareness for Retrieval-Based Conversations: Respond with Diversity via Dynamic Representation Learning.
ACM Trans. Inf. Syst.
Rui Yan, Weiheng Liao, Dongyan Zhao, Ji-Rong Wen
2021 A* conf
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.
SIGIR
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
2021 J jnl
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.
CoRR
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
2021 — conf
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval.
ACL/IJCNLP (Findings)
Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021 J jnl
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval.
CoRR
Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021 A conf
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.
CIKM
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 J jnl
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.
CoRR
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 A* conf
Pchatbot: A Large-Scale Dataset for Personalized Chatbot.
SIGIR
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
2021 J jnl
Pre-Trained Models: Past, Present and Future.
CoRR
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2021 J jnl
Pre-trained models: Past, present and future.
AI Open
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2021 A conf
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need.
CIKM
Zhengyi Ma, Zhicheng Dou, Wei Xu, Xinyu Zhang, Hao Jiang, Zhao Cao, Ji-Rong Wen
2021 J jnl
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need.
CoRR
Zhengyi Ma, Zhicheng Dou, Wei Xu, Xinyu Zhang, Hao Jiang, Zhao Cao, Ji-Rong Wen
2021 A* conf
Pretrained Language Model for Text Generation: A Survey.
IJCAI
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
Pretrained Language Models for Text Generation: A Survey.
CoRR
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
Pyramid regional graph representation learning for content-based video retrieval.
Inf. Process. Manag.
Guoping Zhao, Mingyu Zhang, Yaxian Li, Jiajun Liu, Bingqing Zhang, Ji-Rong Wen
2021 — conf
RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer.
NLPCC (1)
Xiaoxuan Hu, Hengtong Zhang, Wayne Xin Zhao, Yaliang Li, Jing Gao, Ji-Rong Wen
2021 J jnl
RLPS: A Reinforcement Learning-Based Framework for Personalized Search.
ACM Trans. Inf. Syst.
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2021 A conf
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms.
CIKM
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
2021 A* conf
Regret Bounds for Online Kernel Selection in Continuous Kernel Space.
AAAI
Xiao Zhang, Shizhong Liao, Jun Xu, Ji-Rong Wen
2021 — conf
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking.
EMNLP (1)
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021 J jnl
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking.
CoRR
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021 J jnl
Self-supervised Audiovisual Representation Learning for Remote Sensing Data.
CoRR
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
2021 — conf
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation.
ACL (demo)
Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Zhipeng Chen, Zhuohao Yu, Wayne Xin Zhao, Ji-Rong Wen
2021 J jnl
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation.
CoRR
Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Wayne Xin Zhao, Ji-Rong Wen
2021 A conf
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence.
CIKM
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen
2021 J jnl
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence.
CoRR
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen
2021 — conf
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.
EMNLP (1)
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
2021 J jnl
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.
CoRR
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
2021 J jnl
WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model.
CoRR
Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen
2021 J jnl
WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training.
CoRR
Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Dan Yang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen
2021 J jnl
Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiechao Guan, Zhiwu Lu, Tao Xiang, Aoxue Li, An Zhao, Ji-Rong Wen
2020 J jnl
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning.
CoRR
Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2020 J jnl
Counterfactual VQA: A Cause-Effect Look at Language Bias.
CoRR
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
2020 A* conf
DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features.
SIGIR
Jiongnan Liu, Zhicheng Dou, Xiaojie Wang, Shuqi Lu, Ji-Rong Wen
2020 J jnl
Deep cross-platform product matching in e-commerce.
Inf. Retr. J.
Juan Li, Zhicheng Dou, Yutao Zhu, Xiaochen Zuo, Ji-Rong Wen
2020 A conf
Diversifying Search Results using Self-Attention Network.
CIKM
Xubo Qin, Zhicheng Dou, Ji-Rong Wen
2020 J jnl
Domain-Adaptive Few-Shot Learning.
CoRR
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo
2020 A* conf
Employing Personal Word Embeddings for Personalized Search.
SIGIR
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 A* conf
Encoding History with Context-aware Representation Learning for Personalized Search.
SIGIR
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2020 A conf
Enhancing Re-finding Behavior with External Memories for Personalized Search.
WSDM
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
2020 — conf
Exact Single-Source SimRank Computation on Large Graphs.
SIGMOD Conference
Hanzhi Wang, Zhewei Wei, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2020 J jnl
Exact Single-Source SimRank Computation on Large Graphs.
CoRR
Hanzhi Wang, Zhewei Wei, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2020 A* conf
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion.
KDD
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu
2020 J jnl
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion.
CoRR
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu
2020 J jnl
Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
CoRR
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 — conf
Improving Multi-turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
PAKDD (2)
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 A* conf
Knowledge Enhanced Personalized Search.
SIGIR
Shuqi Lu, Zhicheng Dou, Chenyan Xiong, Xiaojie Wang, Ji-Rong Wen
2020 A conf
Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network.
CIKM
Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2020 J jnl
Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network.
CoRR
Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen
2020 J jnl
Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Yupeng Hou, Junhua Chen, Jonathan J. H. Zhu, Eddy Jing Yin, Hanting Su, Ji-Rong Wen
2020 A conf
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.
CIKM
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
2020 J jnl
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.
CoRR
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
2020 A conf
Leveraging Historical Interaction Data for Improving Conversational Recommender System.
CIKM
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 J jnl
Leveraging Historical Interaction Data for Improving Conversational Recommender System.
CoRR
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 A* conf
Leveraging Multi-Token Entities in Document-Level Named Entity Recognition.
AAAI
Anwen Hu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2020 — conf
Lightweight Action Recognition in Compressed Videos.
ECCV Workshops (2)
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Mingyu Ding, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2020 J jnl
Low-cost, bottom-up measures for evaluating search result diversification.
Inf. Retr. J.
Zhicheng Dou, Xue Yang, Diya Li, Ji-Rong Wen, Tetsuya Sakai
2020 A* conf
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning.
WWW
Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, Ji-Rong Wen
2020 J jnl
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning.
CoRR
Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, Ji-Rong Wen
2020 A conf
PSTIE: Time Information Enhanced Personalized Search.
CIKM
Zhengyi Ma, Zhicheng Dou, Guanyue Bian, Ji-Rong Wen
2020 J jnl
Pchatbot: A Large-Scale Dataset for Personalized Chatbot.
CoRR
Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Hongjin Qian, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
2020 A* ed.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
SIGIR
Jimmy X. Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, Yiqun Liu
2020 A* conf
RLPer: A Reinforcement Learning Model for Personalized Search.
WWW
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 J jnl
ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation.
Inf. Retr. J.
Yutao Zhu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2020 J jnl
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms.
CoRR
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Kaiyuan Li, Yushuo Chen, Yujie Lu, Hui Wang, Changxin Tian, Xingyu Pan, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
2020 A* conf
Reinforcement Learning to Rank with Pairwise Policy Gradient.
SIGIR
Jun Xu, Zeng Wei, Long Xia, Yanyan Lan, Dawei Yin, Xueqi Cheng, Ji-Rong Wen
2020 A conf
Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms.
CIKM
Wayne Xin Zhao, Junhua Chen, Pengfei Wang, Qi Gu, Ji-Rong Wen
2020 J jnl
Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms.
CoRR
Wayne Xin Zhao, Junhua Chen, Pengfei Wang, Qi Gu, Ji-Rong Wen
2020 A conf
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CIKM
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 J jnl
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CoRR
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 A* conf
Scalable Graph Neural Networks via Bidirectional Propagation.
NeurIPS
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2020 J jnl
Scalable Graph Neural Networks via Bidirectional Propagation.
CoRR
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
2020 A* conf
Sequential Recommendation with Self-Attentive Multi-Adversarial Network.
SIGIR
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen
2020 J jnl
Sequential Recommendation with Self-Attentive Multi-Adversarial Network.
CoRR
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen
2020 B conf
Towards Topic-Guided Conversational Recommender System.
COLING
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen
2020 J jnl
Towards Topic-Guided Conversational Recommender System.
CoRR
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen
2020 J jnl
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning.
Int. J. Comput. Vis.
Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen
2020 — conf
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields.
EMNLP (Findings)
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Ji-Rong Wen, Nianwen Xue
2020 J jnl
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields.
CoRR
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Ji-Rong Wen, Nianwen Xue
2020 J jnl
Variance Reduction for Deep Q-Learning using Stochastic Recursive Gradient.
CoRR
Haonan Jia, Xiao Zhang, Jun Xu, Wei Zeng, Hao Jiang, Xiaohui Yan, Ji-Rong Wen
2020 — conf
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
EMNLP (1)
Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen
2020 J jnl
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
CoRR
Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen
2019 J jnl
A Long-Short Demands-Aware Model for Next-Item Recommendation.
CoRR
Ting Bai, Pan Du, Wayne Xin Zhao, Ji-Rong Wen, Jian-Yun Nie
2019 — conf
A Neural Citation Count Prediction Model based on Peer Review Text.
EMNLP/IJCNLP (1)
Siqing Li, Wayne Xin Zhao, Eddy Jing Yin, Ji-Rong Wen
2019 A* conf
CTRec: A Long-Short Demands Evolution Model for Continuous-Time Recommendation.
SIGIR
Ting Bai, Lixin Zou, Wayne Xin Zhao, Pan Du, Weidong Liu, Jian-Yun Nie, Ji-Rong Wen
2019 A* conf
Coarse-to-Fine Grained Classification.
SIGIR
Yuqi Huo, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
2019 J jnl
Correction to "Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites".
IEEE Trans. Knowl. Data Eng.
Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen
2019 — conf
Document-Level Named Entity Recognition by Incorporating Global and Neighbor Features.
CCIR
Anwen Hu, Zhicheng Dou, Ji-Rong Wen
2019 — conf
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network.
EMNLP/IJCNLP (1)
Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen
2019 A* conf
Face-Focused Cross-Stream Network for Deception Detection in Videos.
CVPR
Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2019 — conf
Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding.
ACL (1)
Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song
2019 J jnl
Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding.
CoRR
Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song
2019 J jnl
KB4Rec: A Data Set for Linking Knowledge Bases with Recommender Systems.
Data Intell.
Wayne Xin Zhao, Gaole He, Kunlin Yang, Hongjian Dou, Jin Huang, Siqi Ouyang, Ji-Rong Wen
2019 J jnl
Mobile Video Action Recognition.
CoRR
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
2019 J jnl
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation.
IEEE Trans. Image Process.
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2019 A* conf
Name Entity Recognition with Policy-Value Networks.
SIGIR
Yadi Lao, Jun Xu, Sheng Gao, Jun Guo, Ji-Rong Wen
2019 — conf
Neural Network Based Popularity Prediction by Linking Online Content with Knowledge Bases.
PAKDD (2)
Wayne Xin Zhao, Hongjian Dou, Yuanpei Zhao, Daxiang Dong, Ji-Rong Wen
2019 — conf
News Graph: An Enhanced Knowledge Graph for News Recommendation.
KaRS@CIKM
Danyang Liu, Ting Bai, Jianxun Lian, Xin Zhao, Guangzhong Sun, Ji-Rong Wen, Xing Xie
2019 — conf
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs.
SIGMOD Conference
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Yu Liu, Xiaoyong Du, Ji-Rong Wen
2019 J jnl
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs.
CoRR
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Yu Liu, Xiaoyong Du, Ji-Rong Wen
2019 A* conf
PSGAN: A Minimax Game for Personalized Search with Limited and Noisy Click Data.
SIGIR
Shuqi Lu, Zhicheng Dou, Jun Xu, Jian-Yun Nie, Ji-Rong Wen
2019 J jnl
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention.
CoRR
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen
2019 — conf
RUCIR at TREC 2019: Conversational Assistance Track.
TREC
Xiaochen Zuo, Xue Yang, Zhicheng Dou, Ji-Rong Wen
2019 A* conf
RUM: Network Representation Learning Using Motifs.
ICDE
Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen
2019 A* conf
Recursive Visual Attention in Visual Dialog.
CVPR
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
2019 A conf
Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation.
WSDM
Jin Huang, Zhaochun Ren, Wayne Xin Zhao, Gaole He, Ji-Rong Wen, Daxiang Dong
2019 J jnl
Unsupervised Adversarial Attacks on Deep Feature-based Retrieval with GAN.
CoRR
Guoping Zhao, Mingyu Zhang, Jiajun Liu, Ji-Rong Wen
2019 A conf
Zero-Shot Learning with Few Seen Class Samples.
ICME
Yuqi Huo, Jiechao Guan, Jianhong Zhang, Manli Zhang, Ji-Rong Wen, Zhiwu Lu
2018 — conf
A Neural Labeled Network Embedding Approach to Product Adopter Prediction.
AIRS
Qi Gu, Ting Bai, Wayne Xin Zhao, Ji-Rong Wen
2018 J jnl
A time-aware trajectory embedding model for next-location recommendation.
Knowl. Inf. Syst.
Wayne Xin Zhao, Ningnan Zhou, Aixin Sun, Ji-Rong Wen, Jialong Han, Edward Y. Chang
2018 A* conf
An Attribute-aware Neural Attentive Model for Next Basket Recommendation.
SIGIR
Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, Ji-Rong Wen
2018 J jnl
Automatically Learning Topics and Difficulty Levels of Problems in Online Judge Systems.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Wenhui Zhang, Yulan He, Xing Xie, Ji-Rong Wen
2018 J jnl
Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites.
IEEE Trans. Knowl. Data Eng.
Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen
2018 A* conf
Domain-Invariant Projection Learning for Zero-Shot Recognition.
NeurIPS
An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2018 J jnl
Domain-Invariant Projection Learning for Zero-Shot Recognition.
CoRR
An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2018 J jnl
Entity set expansion with semantic features of knowledge graphs.
J. Web Semant.
Jun Chen, Yueguo Chen, Xiangling Zhang, Xiaoyong Du, Ke Wang, Ji-Rong Wen
2018 J jnl
Face-Focused Cross-Stream Network for Deception Detection in Videos.
CoRR
Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2018 B conf
Improving Person Re-identification by Body Parts Segmentation Generated by GAN.
IJCNN
Guoping Zhao, Jiacheng Jiang, Jiajun Liu, Yanlei Yu, Ji-Rong Wen
2018 A* conf
Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks.
SIGIR
Jin Huang, Wayne Xin Zhao, Hongjian Dou, Ji-Rong Wen, Edward Y. Chang
2018 J jnl
Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts.
ACM Trans. Knowl. Discov. Data
Wayne Xin Zhao, Feifan Fan, Ji-Rong Wen, Edward Y. Chang
2018 — conf
KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems.
CIKM Workshops
Wayne Xin Zhao, Gaole He, Hongjian Dou, Jin Huang, Siqi Ouyang, Ji-Rong Wen
2018 J jnl
KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems.
CoRR
Wayne Xin Zhao, Gaole He, Hongjian Dou, Jin Huang, Siqi Ouyang, Ji-Rong Wen
2018 J jnl
Large-Scale Sparse Learning From Noisy Tags for Semantic Segmentation.
IEEE Trans. Cybern.
Aoxue Li, Zhiwu Lu, Liwei Wang, Peng Han, Ji-Rong Wen
2018 — ch.
Personalized Web Search.
Encyclopedia of Database Systems (2nd ed.)
Ji-Rong Wen, Zhicheng Dou, Ruihua Song
2018 A conf
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention.
CIKM
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen
2018 J jnl
Recursive Visual Attention in Visual Dialog.
CoRR
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
2018 J jnl
Search Result Diversity Evaluation Based on Intent Hierarchies.
IEEE Trans. Knowl. Data Eng.
Xiaojie Wang, Ji-Rong Wen, Zhicheng Dou, Tetsuya Sakai, Rui Zhang
2018 A* conf
Searching Trajectories by Regions of Interest.
ICDE
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2018 B conf
Skip-Connected Deep Convolutional Autoencoder for Restoration of Document Images.
ICPR
Guoping Zhao, Jiajun Liu, Jiacheng Jiang, Hua Guan, Ji-Rong Wen
2018 J jnl
Supervised Search Result Diversification via Subtopic Attention.
IEEE Trans. Knowl. Data Eng.
Zhengbao Jiang, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue, Ji-Rong Wen
2018 — conf
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs.
SIGMOD Conference
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen
2018 J jnl
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning.
CoRR
Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen
2018 J jnl
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning.
CoRR
Zhiwu Lu, Jiechao Guan, Aoxue Li, Tao Xiang, An Zhao, Ji-Rong Wen
2018 J jnl
Zero-Shot Learning with Sparse Attribute Propagation.
CoRR
Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2018 — conf
Zero-Shot Learning with Superclasses.
ICONIP (3)
Yuqi Huo, Mingyu Ding, An Zhao, Jun Hu, Ji-Rong Wen, Zhiwu Lu
2017 A conf
A Neural Collaborative Filtering Model with Interaction-based Neighborhood.
CIKM
Ting Bai, Ji-Rong Wen, Jun Zhang, Wayne Xin Zhao
2017 J jnl
An Experimental Study of Text Representation Methods for Cross-Site Purchase Preference Prediction Using the Social Text Data.
J. Comput. Sci. Technol.
Ting Bai, Hong-Jian Dou, Wayne Xin Zhao, Ding-Yi Yang, Ji-Rong Wen
2017 A* conf
Collective Travel Planning in Spatial Networks.
ICDE
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2017 A* conf
Efficiently Answering Technical Questions - A Knowledge Graph Approach.
AAAI
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen
2017 A* conf
Entity Set Expansion via Knowledge Graphs.
SIGIR
Xiangling Zhang, Yueguo Chen, Jun Chen, Xiaoyong Du, Ke Wang, Ji-Rong Wen
2017 A* conf
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation.
AAAI
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
2017 J jnl
Generating Query Facets Using Knowledge Bases.
IEEE Trans. Knowl. Data Eng.
Zhengbao Jiang, Zhicheng Dou, Ji-Rong Wen
2017 B conf
Graph-boosted convolutional neural networks for semantic segmentation.
IJCNN
Guangzhen Liu, Peng Han, Yulei Niu, Wenwu Yuan, Zhiwu Lu, Ji-Rong Wen
2017 — ed.
Information Retrieval - 23rd China conference, CCIR 2017, Shanghai, China, July 13-14, 2017, Proceedings
CCIR
Ji-Rong Wen, Jian-Yun Nie, Tong Ruan, Yiqun Liu, Tieyun Qian
2017 A* conf
Learning to Diversify Search Results via Subtopic Attention.
SIGIR
Zhengbao Jiang, Ji-Rong Wen, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue
2017 J jnl
Mining collective knowledge: inferring functional labels from online review for business.
Knowl. Inf. Syst.
Feifan Fan, Wayne Xin Zhao, Ji-Rong Wen, Ge Xu, Edward Y. Chang
2017 J jnl
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation.
CoRR
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2017 J jnl
RUM: network Representation learning throUgh Multi-level structural information preservation.
CoRR
Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen, Kai Zheng
2017 J jnl
Ranking and tagging bursty features in text streams with context language models.
Frontiers Comput. Sci.
Wayne Xin Zhao, Chen Liu, Ji-Rong Wen, Xiaoming Li
2017 J jnl
Searching Trajectories by Regions of Interest.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2017 J jnl
Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics.
CoRR
Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Xinqi Li, Ji-Rong Wen
2017 J jnl
Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Ji-Rong Wen
2016 J jnl
A General Multi-Context Embedding Model for Mining Human Trajectory Data.
IEEE Trans. Knowl. Data Eng.
Ningnan Zhou, Wayne Xin Zhao, Xiao Zhang, Ji-Rong Wen, Shan Wang
2016 J jnl
A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Ningnan Zhou, Wenhui Zhang, Ji-Rong Wen, Shan Wang, Edward Y. Chang
2016 J jnl
A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
World Wide Web
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen
2016 J jnl
Automatically Mining Facets for Queries from Their Search Results.
IEEE Trans. Knowl. Data Eng.
Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song
2016 J jnl
Collective Travel Planning in Spatial Networks.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2016 J jnl
Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information.
IEEE Trans. Knowl. Data Eng.
Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li
2016 A* conf
Discovering Neighborhood Pattern Queries by sample answers in knowledge base.
ICDE
Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen
2016 J jnl
Dynamic Shortest Path Monitoring in Spatial Networks.
J. Comput. Sci. Technol.
Shuo Shang, Lisi Chen, Zhewei Wei, Danhuai Guo, Ji-Rong Wen
2016 J jnl
EIC Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang
2016 J jnl
Enhancing web search with queries of equivalent intents.
Inf. Retr. J.
Ruihua Song, Dingquan Wang, Jian-Yun Nie, Ji-Rong Wen, Yong Yu
2016 A* conf
Evaluating Search Result Diversity using Intent Hierarchies.
SIGIR
Xiaojie Wang, Zhicheng Dou, Tetsuya Sakai, Ji-Rong Wen
2016 J jnl
Exploring demographic information in social media for product recommendation.
Knowl. Inf. Syst.
Wayne Xin Zhao, Sui Li, Yulan He, Liwei Wang, Ji-Rong Wen, Xiaoming Li
2016 J jnl
Finding regions of interest using location based social media.
Neurocomputing
Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen
2016 J jnl
Following the dynamic block on the Web.
World Wide Web
Sha Hu, Ji-Rong Wen, Zhicheng Dou, Shuo Shang
2016 J jnl
Generating timeline summaries with social media attention.
Frontiers Comput. Sci.
Wayne Xin Zhao, Ji-Rong Wen, Xiaoming Li
2016 J jnl
Image classification by visual bag-of-words refinement and reduction.
Neurocomputing
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
2016 — ed.
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings
AIRS
Shaoping Ma, Ji-Rong Wen, Yiqun Liu, Zhicheng Dou, Min Zhang, Yi Chang, Wayne Xin Zhao
2016 — conf
Learning Distributed Representations for Recommender Systems with a Network Embedding Approach.
AIRS
Wayne Xin Zhao, Jin Huang, Ji-Rong Wen
2016 A* conf
Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks.
ICDE
Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Kai Zheng, Raja Jurdak
2016 — conf
Matrix Sketching Over Sliding Windows.
SIGMOD Conference
Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen
2016 J jnl
Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
ACM Trans. Knowl. Discov. Data
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li
2016 J jnl
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach.
Neurocomputing
Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen
2016 J jnl
Prediction-based Unobstructed Route Planning.
Neurocomputing
Shuo Shang, Danhuai Guo, Jiajun Liu, Ji-Rong Wen
2016 — conf
Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks.
APWeb (1)
Shuo Shang, Zhewei Wei, Ji-Rong Wen, Shunzhi Zhu
2016 — conf
RUCIR at NTCIR-12 IMINE-2 Task.
NTCIR
Ming Yue, Zhicheng Dou, Sha Hu, Jinxiu Li, Xiaojie Wang, Ji-Rong Wen
2016 J jnl
Unsupervised Head-Modifier Detection in Search Queries.
ACM Trans. Knowl. Discov. Data
Zhongyuan Wang, Fang Wang, Haixun Wang, Zhirui Hu, Jun Yan, Fangtao Li, Ji-Rong Wen, Zhoujun Li
2015 J jnl
A General SIMD-Based Approach to Accelerating Compression Algorithms.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen
2015 J jnl
A General SIMD-based Approach to Accelerating Compression Algorithms.
CoRR
Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen
2015 A conf
An Inference Approach to Basic Level of Categorization.
CIKM
Zhongyuan Wang, Haixun Wang, Ji-Rong Wen, Yanghua Xiao
2015 — conf
Bring User Interest to Related Entity Recommendation.
GKR
Zhongyuan Wang, Fang Wang, Ji-Rong Wen, Zhoujun Li
2015 A conf
Contextual Text Understanding in Distributional Semantic Space.
CIKM
Jianpeng Cheng, Zhongyuan Wang, Ji-Rong Wen, Jun Yan, Zheng Chen
2015 J jnl
Dimension reduction with meta object-groups for efficient image retrieval.
Neurocomputing
Shuo Shang, Jiajun Liu, Kun Zhao, Mingrui Yang, Kai Zheng, Ji-Rong Wen
2015 J jnl
Discovery of Path Nearby Clusters in Spatial Networks.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Kai Zheng, Christian S. Jensen, Bin Yang, Panos Kalnis, Guohe Li, Ji-Rong Wen
2015 J jnl
Image classification by visual bag-of-words refinement and reduction.
CoRR
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
2015 J jnl
Incorporating Social Role Theory into Topic Models for Social Media Content Analysis.
IEEE Trans. Knowl. Data Eng.
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Ji-Rong Wen, Xiaoming Li
2015 A* conf
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding.
AAAI
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
2015 — conf
Persistent Data Sketching.
SIGMOD Conference
Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen
2015 J jnl
Planning unobstructed paths in traffic-aware spatial networks.
GeoInformatica
Shuo Shang, Jiajun Liu, Kai Zheng, Hua Lu, Torben Bach Pedersen, Ji-Rong Wen
2015 A* conf
Query Understanding through Knowledge-Based Conceptualization.
IJCAI
Zhongyuan Wang, Kejun Zhao, Haixun Wang, Xiaofeng Meng, Ji-Rong Wen
2015 A conf
Search Result Diversification Based on Hierarchical Intents.
CIKM
Sha Hu, Zhicheng Dou, Xiaojie Wang, Tetsuya Sakai, Ji-Rong Wen
2015 J jnl
Search Result Diversification Based on Query Facets.
J. Comput. Sci. Technol.
Sha Hu, Zhicheng Dou, Xiaojie Wang, Ji-Rong Wen
2015 J jnl
Semantic Sparse Recoding of Visual Content for Image Applications.
IEEE Trans. Image Process.
Zhiwu Lu, Peng Han, Liwei Wang, Ji-Rong Wen
2015 A* conf
Social Image Parsing by Cross-Modal Data Refinement.
IJCAI
Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen
2015 J jnl
Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets.
CoRR
Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Raja Jurdak
2015 J jnl
VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services.
J. Comput. Sci. Technol.
Shuo Shang, Kexin Xie, Kai Zheng, Jiajun Liu, Ji-Rong Wen
2015 A* conf
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing.
IJCAI
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
2014 B conf
A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
ASONAM
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen
2014 A conf
Concept-based Short Text Classification and Ranking.
CIKM
Fang Wang, Zhongyuan Wang, Zhoujun Li, Ji-Rong Wen
2014 A* conf
Direct Semantic Analysis for Social Image Classification.
AAAI
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
2014 A* conf
Improving Context and Category Matching for Entity Search.
AAAI
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
2014 — conf
Personalizing Web Search Results Based on Subspace Projection.
AIRS
Jingfei Li, Dawei Song, Peng Zhang, Ji-Rong Wen, Zhicheng Dou
2014 A conf
Within-Network Classification Using Radius-Constrained Neighborhood Patterns.
CIKM
Jialong Han, Ji-Rong Wen, Jian Pei
2013 J jnl
Hybrid entity clustering using crowds and data.
VLDB J.
Jongwuk Lee, Hyunsouk Cho, Jin-Woo Park, Young-rok Cha, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2013 A* conf
Improving Web Search Ranking by Incorporating Structured Annotation of Queries.
EMNLP
Xiao Ding, Zhicheng Dou, Bing Qin, Ting Liu, Ji-Rong Wen
2013 J jnl
Mining Frequent Neighborhood Patterns in Large Labeled Graphs
CoRR
Jialong Han, Ji-Rong Wen
2013 A conf
Mining frequent neighborhood patterns in a large labeled graph.
CIKM
Jialong Han, Ji-Rong Wen
2013 — conf
Numeric query ranking approach.
WWW (Companion Volume)
Jie Wu, Yi Liu, Ji-Rong Wen
2013 J jnl
SocialSearch + : enriching social network with web evidences.
World Wide Web
Gae-won You, Jin-Woo Park, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2013 — conf
Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge.
AIRS
Dazhao Pan, Peng Zhang, Jingfei Li, Dawei Song, Ji-Rong Wen, Yuexian Hou, Bin Hu, Yuan Jia, Anne N. De Roeck
2012 A* conf
Adaptive query suggestion for difficult queries.
SIGIR
Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie, Ji-Rong Wen
2012 A* conf
AspecTiles: tile-based visualization of diversified web search results.
SIGIR
Mayu Iwata, Tetsuya Sakai, Takehiro Yamamoto, Yu Chen, Yi Liu, Ji-Rong Wen, Shojiro Nishio
2012 A* conf
Multi-aspect query summarization by composite query.
SIGIR
Wei Song, Qing Yu, Zhiheng Xu, Ting Liu, Sheng Li, Ji-Rong Wen
2012 A* conf
New assessment criteria for query suggestion.
SIGIR
Zhongrui Ma, Yu Chen, Ruihua Song, Tetsuya Sakai, Jiaheng Lu, Ji-Rong Wen
2012 J jnl
Statistical Entity Extraction From the Web.
Proc. IEEE
Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma
2012 A conf
The wisdom of advertisers: mining subgoals via query clustering.
CIKM
Takehiro Yamamoto, Tetsuya Sakai, Mayu Iwata, Chen Yu, Ji-Rong Wen, Katsumi Tanaka
2011 J jnl
A conversation with MSRA researchers.
SIGKDD Explor.
Wei-Ying Ma, Tie-Yan Liu, Ji-Rong Wen, Zheng Chen, Zaiqing Nie, Xing Xie, Hang Li, Haixun Wang, Yu Zheng
2011 A conf
Finding dimensions for queries.
CIKM
Zhicheng Dou, Sha Hu, Yulong Luo, Ruihua Song, Ji-Rong Wen
2011 A conf
Multi-dimensional search result diversification.
WSDM
Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, Ji-Rong Wen
2011 J jnl
Select-the-Best-Ones: A new way to judge relative relevance.
Inf. Process. Manag.
Ruihua Song, Qingwei Guo, Ruochi Zhang, Guomao Xin, Ji-Rong Wen, Yong Yu, Hsiao-Wuen Hon
2011 B conf
SocialSearch: enhancing entity search with social network matching.
EDBT
Gae-won You, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2011 J jnl
The first international workshop on entity-oriented search (EOS).
SIGIR Forum
Krisztian Balog, Arjen P. de Vries, Pavel Serdyukov, Ji-Rong Wen
2010 A* conf
BioSnowball: automated population of Wikis.
KDD
Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, Ji-Rong Wen
2010 J jnl
Closing the Loop in Webpage Understanding.
IEEE Trans. Knowl. Data Eng.
Chunyu Yang, Yong Cao, Zaiqing Nie, Jie Zhou, Ji-Rong Wen
2010 B conf
Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches.
COLING
Shuming Shi, Huibin Zhang, Xiaojie Yuan, Ji-Rong Wen
2010 A conf
Efficient term proximity search with term-pair indexes.
CIKM
Hao Yan, Shuming Shi, Fan Zhang, Torsten Suel, Ji-Rong Wen
2010 J jnl
Estimating Mobile-Friendliness Scores of Web Pages.
IEICE Trans. Inf. Syst.
Jihwan Song, Xing Xie, Yoon-Joon Lee, Ji-Rong Wen
2010 A* conf
Navigation system for product search.
ICDE
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2010 A conf
Revisiting globally sorted indexes for efficient document retrieval.
WSDM
Fan Zhang, Shuming Shi, Hao Yan, Ji-Rong Wen
2009 A conf
Clustering queries for better document ranking.
CIKM
Yi Liu, Liangjie Zhang, Ruihua Song, Jian-Yun Nie, Ji-Rong Wen
2009 J jnl
Effective top-k computation with term-proximity support.
Inf. Process. Manag.
Mingjie Zhu, Shuming Shi, Mingjing Li, Ji-Rong Wen
2009 A conf
Efficient record-level wrapper induction.
CIKM
Shuyi Zheng, Ruihua Song, Ji-Rong Wen, C. Lee Giles
2009 — conf
Employing Topic Models for Pattern-based Semantic Class Discovery.
ACL/IJCNLP
Huibin Zhang, Mingjie Zhu, Shuming Shi, Ji-Rong Wen
2009 — ch.
Enhancing Web Search through Query Log Mining.
Encyclopedia of Data Warehousing and Mining
Ji-Rong Wen
2009 — ch.
Enhancing Web Search through Web Structure Mining.
Encyclopedia of Data Warehousing and Mining
Ji-Rong Wen
2009 J jnl
Evaluating the Effectiveness of Personalized Web Search.
IEEE Trans. Knowl. Data Eng.
Zhicheng Dou, Ruihua Song, Ji-Rong Wen, Xiaojie Yuan
2009 — conf
Microsoft Research Asia at the Web Track of TREC 2009.
TREC
Zhicheng Dou, Kun Chen, Ruihua Song, Yunxiao Ma, Shuming Shi, Ji-Rong Wen
2009 A conf
Nonlinear static-rank computation.
CIKM
Shuming Shi, Bin Lu, Yunxiao Ma, Ji-Rong Wen
2009 — ch.
Personalized Web Search.
Encyclopedia of Database Systems
Ji-Rong Wen, Zhicheng Dou, Ruihua Song
2009 A* conf
Query result clustering for object-level search.
KDD
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2009 A* conf
StatSnowball: a statistical approach to extracting entity relationships.
WWW
Jun Zhu, Zaiqing Nie, Xiaojiang Liu, Bo Zhang, Ji-Rong Wen
2009 A* conf
Using anchor texts with their hyperlink structure for web search.
SIGIR
Zhicheng Dou, Ruihua Song, Jian-Yun Nie, Ji-Rong Wen
2008 J jnl
A systematic study on parameter correlations in large-scale duplicate document detection.
Knowl. Inf. Syst.
Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma
2008 A conf
Are click-through data adequate for learning web search rankings?
CIKM
Zhicheng Dou, Ruihua Song, Xiaojie Yuan, Ji-Rong Wen
2008 A conf
Can phrase indexing help to process non-phrase queries?
CIKM
Mingjie Zhu, Shuming Shi, Nenghai Yu, Ji-Rong Wen
2008 A conf
Closing the loop in webpage understanding.
CIKM
Chunyu Yang, Yong Cao, Zaiqing Nie, Jie Zhou, Ji-Rong Wen
2008 J jnl
Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction.
J. Mach. Learn. Res.
Jun Zhu, Zaiqing Nie, Bo Zhang, Ji-Rong Wen
2008 A conf
Pattern-based semantic class discovery with multi-membership support.
CIKM
Shuming Shi, Xiaokang Liu, Ji-Rong Wen
2008 A* conf
Pictor: an interactive system for importing data from a website.
KDD
Shuyi Zheng, Matthew R. Scott, Ruihua Song, Ji-Rong Wen
2008 A conf
Scalable community discovery on textual data with relations.
CIKM
Huajing Li, Zaiqing Nie, Wang-Chien Lee, C. Lee Giles, Ji-Rong Wen
2008 A conf
Viewing Term Proximity from a Different Perspective.
ECIR
Ruihua Song, Michael J. Taylor, Ji-Rong Wen, Hsiao-Wuen Hon, Yong Yu
2008 J jnl
Webpage understanding: beyond page-level search.
SIGMOD Rec.
Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma
2007 A* conf
A large-scale evaluation and analysis of personalized search strategies.
WWW
Zhicheng Dou, Ruihua Song, Ji-Rong Wen
2007 J jnl
Clustering and searching WWW images using link and page layout analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang
2007 A* conf
Dynamic hierarchical Markov random fields and their application to web data extraction.
ICML
Jun Zhu, Zaiqing Nie, Bo Zhang, Ji-Rong Wen
2007 A conf
Effective top-k computation in retrieving structured documents with term-proximity support.
CIKM
Mingjie Zhu, Shuming Shi, Mingjing Li, Ji-Rong Wen
2007 A* conf
Identifying ambiguous queries in web search.
WWW
Ruihua Song, Zhenxiao Luo, Ji-Rong Wen, Yong Yu, Hsiao-Wuen Hon
2007 A conf
Improve Ranking by Using Image Information.
ECIR
Qing Yu, Shuming Shi, Zhiwei Li, Ji-Rong Wen, Wei-Ying Ma
2007 A* conf
Joint optimization of wrapper generation and template detection.
KDD
Shuyi Zheng, Ruihua Song, Ji-Rong Wen, Di Wu
2007 A conf
Object-level Vertical Search.
CIDR
Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma
2007 A* conf
Template-Independent News Extraction Based on Visual Consistency.
AAAI
Shuyi Zheng, Ruihua Song, Ji-Rong Wen
2007 A* conf
Web object retrieval.
WWW
Zaiqing Nie, Yunxiao Ma, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma
2007 A* conf
Webpage understanding: an integrated approach.
KDD
Jun Zhu, Bo Zhang, Zaiqing Nie, Ji-Rong Wen, Hsiao-Wuen Hon
2007 — conf
Webstudio: building infrastructure for web data management.
SIGMOD Conference
Ji-Rong Wen, Wei-Ying Ma
2006 B conf
A Systematic Study of Parameter Correlations in Large Scale Duplicate Document Detection.
PAKDD
Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma
2006 A conf
Automated known problem diagnosis with event traces.
EuroSys
Chun Yuan, Ni Lao, Ji-Rong Wen, Jiwei Li, Zheng Zhang, Yi-Min Wang, Wei-Ying Ma
2006 A* conf
Detecting online commercial intention (OCI).
WWW
Honghua (Kathy) Dai, Lingzhi Zhao, Zaiqing Nie, Ji-Rong Wen, Lee Wang, Ying Li
2006 A conf
Exploring URL Hit Priors for Web Search.
ECIR
Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma
2006 A* conf
Extracting Objects from the Web.
ICDE
Zaiqing Nie, Fei Wu, Ji-Rong Wen, Wei-Ying Ma
2006 A conf
Pseudo-anchor text extraction for searching vertical objects.
CIKM
Shuming Shi, Fei Xing, Mingjie Zhu, Zaiqing Nie, Ji-Rong Wen
2006 A* conf
Query Selection Techniques for Efficient Crawling of Structured Web Sources.
ICDE
Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma
2006 A* conf
Simultaneous record detection and attribute labeling in web data extraction.
KDD
Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang, Wei-Ying Ma
2005 A* conf
2D Conditional Random Fields for Web information extraction.
ICML
Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang, Wei-Ying Ma
2005 A* conf
Efficient Browsing of Web Search Results on Mobile Devices Based on Block Importance Model.
PerCom
Xing Xie, Gengxin Miao, Ruihua Song, Ji-Rong Wen, Wei-Ying Ma
2005 A* conf
Gravitation-based model for information retrieval.
SIGIR
Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, Wei-Ying Ma
2005 A* conf
Object-level ranking: bringing order to Web objects.
WWW
Zaiqing Nie, Yuanzhi Zhang, Ji-Rong Wen, Wei-Ying Ma
2004 C conf
A Query-Dependent Duplicate Detection Approach for Large Scale Search Engines.
APWeb
Shaozhi Ye, Ruihua Song, Ji-Rong Wen, Wei-Ying Ma
2004 A* conf
Block-based web search.
SIGIR
Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
2004 A* conf
Block-level link analysis.
SIGIR
Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma
2004 — conf
Combining High Level Symptom Descriptions and Low Level State Information for Configuration Fault Diagnosis.
LISA
Ni Lao, Ji-Rong Wen, Wei-Ying Ma, Yi-Min Wang
2004 A* conf
Hierarchical clustering of WWW image search results using visual, textual and link information.
ACM Multimedia
Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen
2004 A* conf
Instance-based Schema Matching for Web Databases by Domain-specific Query Probing.
VLDB
Jiying Wang, Ji-Rong Wen, Frederick H. Lochovsky, Wei-Ying Ma
2004 A* conf
Learning block importance models for web pages.
WWW
Ruihua Song, Haifeng Liu, Ji-Rong Wen, Wei-Ying Ma
2004 J jnl
Learning important models for web page blocks based on layout and content analysis.
SIGKDD Explor.
Ruihua Song, Haifeng Liu, Ji-Rong Wen, Wei-Ying Ma
2004 — conf
Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004.
TREC
Ruihua Song, Ji-Rong Wen, Shuming Shi, Guomao Xin, Tie-Yan Liu, Tao Qin, Xin Zheng, Jiyu Zhang, Gui-Rong Xue, Wei-Ying Ma
2004 A conf
Organizing WWW images based on the analysis of page layout and Web link structure.
ICME
Deng Cai, Xiaofei He, Wei-Ying Ma, Ji-Rong Wen, HongJiang Zhang
2004 A* conf
Probabilistic model for contextual retrieval.
SIGIR
Ji-Rong Wen, Ni Lao, Wei-Ying Ma
2004 A conf
Why PCs Are Fragile and What We Can Do About It: A Study of Windows Registry Problems.
DSN
Archana Ganapathi, Yi-Min Wang, Ni Lao, Ji-Rong Wen
2003 J jnl
A Multi-paradigm Querying Approach for a Generic Multimedia Database Management System.
SIGMOD Rec.
Ji-Rong Wen, Qing Li, Wei-Ying Ma, HongJiang Zhang
2003 B conf
Cost-Driven Storage Schema Selection for XML.
DASFAA
Shihui Zheng, Ji-Rong Wen, Hongjun Lu
2003 C conf
Extracting Content Structure for Web Pages Based on Visual Representation.
APWeb
Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
2003 A conf
Hierarchical Indexing and Flexible Element Retrieval for Structured Document.
ECIR
Hang Cui, Ji-Rong Wen, Tat-Seng Chua
2003 A* conf
Improving pseudo-relevance feedback in web information retrieval using web page segmentation.
WWW
Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma
2003 — conf
Microsoft Research Asia at the Web Track of TREC 2003.
TREC
Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, Wei-Ying Ma
2003 — ch.
Query Clustering in the Web Context.
Clustering and Information Retrieval
Ji-Rong Wen, HongJiang Zhang
2003 J jnl
Query Expansion by Mining User Logs.
IEEE Trans. Knowl. Data Eng.
Hang Cui, Ji-Rong Wen, Jian-Yun Nie, Wei-Ying Ma
2003 A* conf
Text Classification Using Stochastic Keyword Generation.
ICML
Cong Li, Ji-Rong Wen, Hang Li
2002 — ed.
3rd International Conference on Web Information Systems Engineering Workshops, WISE 2002 Workshops, Singapore, December 11, 2002, Proceedings
WISE Workshops
Bo Huang, Tok Wang Ling, Mukesh K. Mohania, Wee Keong Ng, Ji-Rong Wen, Shyam K. Gupta
2002 — conf
Enhancive Index for Structured Document.
RIDE
Xiaoling Wang, Ji-Rong Wen, Yisheng Dong, Wenyin Liu
2002 A* conf
Probabilistic query expansion using query logs.
WWW
Hang Cui, Ji-Rong Wen, Jian-Yun Nie, Wei-Ying Ma
2002 J jnl
Query clustering using user logs.
ACM Trans. Inf. Syst.
Ji-Rong Wen, Jian-Yun Nie, HongJiang Zhang
2001 A* conf
Clustering user queries of a search engine.
WWW
Ji-Rong Wen, Jian-Yun Nie, HongJiang Zhang
2001 A* conf
Query Clustering Using Content Words and User Feedback.
SIGIR
Ji-Rong Wen, HongJiang Zhang, Jian-Yun Nie
2000 J jnl
POTENTIAL: A Highly Adaptive Core of Parallel Database System.
J. Comput. Sci. Technol.
Ji-Rong Wen, Chen Hong, Shan Wang
2000 B conf
Towards a Next-Generation Search Engine.
PRICAI
Qiang Yang, Haifeng Wang, Ji-Rong Wen, Gao Zhang, Ye Lu, Kai-Fu Lee, HongJiang Zhang