Junyi Li - RankMe

87 papers A* 13A 1B 1Journal 51Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	APL-LLM: adaptive pseudo-labeling with large language models for few-shot node classification. Frontiers Comput. Sci. Junyi Li, Chenweinan Jiang, Daixin Wang, Guo Ye, Libang Zhang, Huimei He, Binbin Hu, Zhiqiang Zhang, Fuzhen Zhuang
2026	J	`jnl`	ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution. CoRR Zican Dong, Peiyu Liu, Junyi Li, Zhipeng Chen, Han Peng, Shuo Wang, Wayne Xin Zhao
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
2025	—	`conf`	DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates. ACL (Findings) Qian Lin, Junyi Li, Hwee Tou Ng
2025	J	`jnl`	Enhancing Cross-task Transfer of Large Language Models via Activation Steering. CoRR Xinyu Tang, Zhihao Lv, Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Zujie Wen, Zhiqiang Zhang, Jun Zhou
2025	J	`jnl`	Entropy-Guided Token Dropout: Training Autoregressive Language Models with Limited Domain Data. CoRR Jiapeng Wang, Yiwen Hu, Yanzipeng Gao, Haoyu Wang, Shuo Wang, Hongyu Lu, Jiaxin Mao, Wayne Xin Zhao, Junyi Li, Xiao Zhang
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	J	`jnl`	Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking. CoRR Ruiyang Ren, Yuhao Wang, Junyi Li, Jinhao Jiang, Wayne Xin Zhao, Wenjie Wang, Tat-Seng Chua
2025	J	`jnl`	How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices. CoRR Han Peng, Peiyu Liu, Zican Dong, Daixuan Cheng, Junyi Li, Yiru Tang, Shuo Wang, Wayne Xin Zhao
2025	J	`jnl`	Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning. CoRR Xiaoxue Cheng, Junyi Li, Zhenduo Zhang, Xinyu Tang, Wayne Xin Zhao, Xinyu Kong, Zhiqiang Zhang
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	—	`conf`	Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models. ACL (1) Muhammad Reza Qorib, Junyi Li, Hwee Tou Ng
2025	J	`jnl`	Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models. CoRR Muhammad Reza Qorib, Junyi Li, Hwee Tou Ng
2025	A*	`conf`	LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking. SIGIR Ruiyang Ren, Yuhao Wang, Junyi Li, Jinhao Jiang, Wayne Xin Zhao, Wenjie Wang, Tat-Seng Chua
2025	J	`jnl`	LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation. CoRR Zican Dong, Junyi Li, Jinhao Jiang, Mingyu Xu, Wayne Xin Zhao, Bingning Wang, Weipeng Chen
2025	—	`conf`	ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework. EMNLP (Findings) Lisheng Huang, Yichen Liu, Jinhao Jiang, Rongxiang Zhang, Jiahao Yan, Junyi Li, Xin Zhao
2025	J	`jnl`	ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework. CoRR Lisheng Huang, Yichen Liu, Jinhao Jiang, Rongxiang Zhang, Jiahao Yan, Junyi Li, Wayne Xin Zhao
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`	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	—	`conf`	RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement. NAACL (Long Papers) Jinhao Jiang, Jiayi Chen, Junyi Li, Ruiyang Ren, Shijie Wang, Xin Zhao, Yang Song, Tao Zhang
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	J	`jnl`	The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models. CoRR Junyi Li, Hwee Tou Ng
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	—	`conf`	Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling. ACL (1) Junyi Li, Hwee Tou Ng
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`	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	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	—	`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	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`	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`	RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement. CoRR Jinhao Jiang, Jiayi Chen, Junyi Li, Ruiyang Ren, Shijie Wang, Wayne Xin Zhao, Yang Song, Tao Zhang
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	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`	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`	Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling. CoRR Junyi Li, Hwee Tou Ng
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 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 on Long Text Modeling with Transformers. CoRR Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao
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	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	—	`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	—	`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`	RenderDiffusion: Text Generation as Image Generation. CoRR Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen
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`	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	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	A*	`conf`	A Survey of Vision-Language Pre-Trained Models. IJCAI Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao
2022	J	`jnl`	A Survey of Vision-Language Pre-Trained Models. CoRR Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao
2022	B	`conf`	Context-Tuning: Learning Contextualized Prompts for Natural Language Generation. COLING Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2022	J	`jnl`	Context-Tuning: Learning Contextualized Prompts for Natural Language Generation. CoRR Tianyi Tang, Junyi Li, Wayne Xin Zhao
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	—	`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	—	`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`	MVP: Multi-task Supervised Pre-training for Natural Language Generation. CoRR Tianyi Tang, Junyi Li, Wayne Xin Zhao, 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
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`	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`	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	—	`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	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
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	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
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