Yanghua Xiao

463 papers A* 72A 44B 17C 2Misc 6Journal 222Unranked 96
YearRankTypeTitle / Venue / Authors
2026 A* conf
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training.
AAAI
Yuanyi Xu, Xiangru Zhu, Sihang Jiang, Zhixu Li, Bei Yang, Xiaoxiao Xu, Yanghua Xiao, Wei Wang
2026 J jnl
CODA: Difficulty-Aware Compute Allocation for Adaptive Reasoning.
CoRR
Siye Wu, Jian Xie, Yikai Zhang, Yanghua Xiao
2026 A conf
Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking.
WSDM
Shisong Chen, Ziyu Zhou, Yicong Zhao, Chengyi Yang, Zhixu Li, Yanghua Xiao, Xin Lin, Xiaojun Meng, Jiansheng Wei, Kuien Liu
2026 J jnl
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use.
CoRR
Aili Chen, Chi Zhang, Junteng Liu, Jiangjie Chen, Chengyu Du, Yunji Li, Ming Zhong, Qin Wang, Zhengmao Zhu, Jiayuan Song, Ke Ji, Junxian He, Pengyu Zhao, Yanghua Xiao
2026 A* conf
Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility.
AAAI
Zishang Jiang, Jinyi Han, Tingyun Li, Xinyi Wang, Sihang Jiang, Xiaojun Meng, Jiansheng Wei, Jiaqing Liang, Yanghua Xiao
2026 J jnl
From AI Assistant to AI Scientist: Autonomous Discovery of LLM-RL Algorithms with LLM Agents.
CoRR
Sirui Xia, Yikai Zhang, Aili Chen, Siye Wu, Siyu Yuan, Yanghua Xiao
2026 J jnl
HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing.
CoRR
Chengyu Du, Xintao Wang, Aili Chen, Weiyuan Li, Rui Xu, Junteng Liu, Zishan Huang, Rong Tian, Zijun Sun, Yuhao Li, Liheng Feng, Deming Ding, Pengyu Zhao, Yanghua Xiao
2026 J jnl
HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns.
CoRR
Xintao Wang, Jian Yang, Weiyuan Li, Rui Xie, Jen-tse Huang, Jun Gao, Shuai Huang, Yueping Kang, Liyuan Gou, Hongwei Feng, Yanghua Xiao
2026 J jnl
IRPM: Intergroup Relative Preference Modeling for Pointwise Generative Reward Models.
CoRR
Haonan Song, Qingchen Xie, Huan Zhu, Feng Xiao, Luxi Xing, Liu Kang, Fuzhen Li, Zhiyong Zheng, Feng Jiang, Ziheng Li, Kun Yan, Qingyi Si, Yanghua Xiao, Hongcheng Guo, Fan Yang
2026 J jnl
LSRIF: Logic-Structured Reinforcement Learning for Instruction Following.
CoRR
Qingyu Ren, Qianyu He, Jingwen Chang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Han Xia, Zeye Sun, Fei Yu
2026 A conf
Large Language Model Judged Self-Training for Named Entity Recognition.
WSDM
Shisong Chen, Jiaan Wang, Chengyi Yang, Yanghua Xiao, Zhixu Li, Xin Lin
2026 J jnl
LogInstruct: Knowledge-Driven Instruction Synthesis for Enhancing LLM-Based Log Analysis.
IEEE Trans. Serv. Comput.
Lipeng Ma, Yixuan Li, Weidong Yang, Mingjie Zhou, Mingyu Zhao, Ben Fei, Shuhao Li, Sihang Jiang, Yanghua Xiao
2026 J jnl
Logics-STEM: Empowering LLM Reasoning via Failure-Driven Post-Training and Document Knowledge Enhancement.
CoRR
Mingyu Xu, Cheng Fang, Keyue Jiang, Yuqian Zheng, Yanghua Xiao, Baojian Zhou, Qifang Zhao, Suhang Zheng, Xiuwen Zhu, Jiyang Tang, Yongchi Zhao, Yijia Luo, Zhiqi Bai, Yuchi Xu, Wenbo Su, Wei Wang, Bing Zhao, Lin Qu, Xiaoxiao Xu
2026 A* conf
MMIFEvol: Towards Evolutionary Multimodal Instruction Following.
AAAI
Haoyu Wang, Sihang Jiang, Xiangru Zhu, Yuyan Chen, Xiaojun Meng, Jiansheng Wei, Yitong Wang, Yanghua Xiao
2026 A* conf
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM.
AAAI
Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu
2026 J jnl
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning.
CoRR
Ziheng Li, Liu Kang, Feng Xiao, Luxi Xing, Qingyi Si, Zhuoran Li, Weikang Gong, Deqing Yang, Yanghua Xiao, Hongcheng Guo
2026 J jnl
RubricEval: A Rubric-Level Meta-Evaluation Benchmark for LLM Judges in Instruction Following.
CoRR
Tianjun Pan, Xuan Lin, Wenyan Yang, Qianyu He, Shisong Chen, Licai Qi, Wanqing Xu, Hongwei Feng, Bo Xu, Yanghua Xiao
2026 J jnl
Structured Reasoning for Large Language Models.
CoRR
Jinyi Han, Zixiang Di, Zishang Jiang, Ying Liao, Jiaqing Liang, Yongqi Wang, Yanghua Xiao
2026 J jnl
Thinking with Constructions: A Benchmark and Policy Optimization for Visual-Text Interleaved Geometric Reasoning.
CoRR
Haokun Zhao, Wanshi Xu, Haidong Yuan, Songjun Cao, Long Ma, Yanghua Xiao
2026 J jnl
What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty.
CoRR
Bowei Zhang, Jin Xiao, Guanglei Yue, Qianyu He, Yanghua Xiao, Deqing Yang, Jiaqing Liang
2025 J jnl
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models.
CoRR
Jinyi Han, Xinyi Wang, Haiquan Zhao, Tingyun Li, Zishang Jiang, Sihang Jiang, Jiaqing Liang, Xin Lin, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
2025 J jnl
ARIA: Training Language Agents with Intention-Driven Reward Aggregation.
CoRR
Ruihan Yang, Yikai Zhang, Aili Chen, Xintao Wang, Siyu Yuan, Jiangjie Chen, Deqing Yang, Yanghua Xiao
2025 J jnl
ARM: Adaptive Reasoning Model.
CoRR
Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao
2025 J jnl
Accelerated Evolving Set Processes for Local PageRank Computation.
CoRR
Binbin Huang, Luo Luo, Yanghua Xiao, Deqing Yang, Baojian Zhou
2025 J jnl
AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model.
CoRR
Lipeng Ma, Weidong Yang, Yixuan Li, Ben Fei, Mingjie Zhou, Shuhao Li, Sihang Jiang, Bo Xu, Yanghua Xiao
2025 J jnl
AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need.
CoRR
Zhouhong Gu, Xiaoxuan Zhu, Yin Cai, Hao Shen, Xingzhou Chen, Qingyi Wang, Jialin Li, Xiaoran Shi, Haoran Guo, Wenxuan Huang, Hongwei Feng, Yanghua Xiao, Zheyu Ye, Yao Hu, Shaosheng Cao
2025 A* conf
Attributive Reasoning for Hallucination Diagnosis of Large Language Models.
AAAI
Yuyan Chen, Zehao Li, Shuangjie You, Zhengyu Chen, Jingwen Chang, Yi Zhang, Weinan Dai, Qingpei Guo, Yanghua Xiao
2025 — conf
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation.
ACL (1)
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2025 J jnl
Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following.
CoRR
Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 J jnl
BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation.
CoRR
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2025 B conf
Boosting Text-to-SQL through Multi-grained Error Identification.
COLING
Bo Xu, Shufei Li, Hongyu Jing, Ming Du, Hui Song, Hongya Wang, Yanghua Xiao
2025 A* conf
Bridging the Unseen Gap: Label-Enhanced Information Bottleneck Distillation for Multimodal Named Entity Recognition.
ACM Multimedia
Bo Xu, Jie Wei, Hongya Wang, Ming Du, Hui Song, Yanghua Xiao
2025 — conf
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory.
ACL (Findings)
Haokun Zhao, Jinyi Han, Jiaqing Liang, Yanghua Xiao, Xiaojun Meng, Jiansheng Wei
2025 J jnl
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory.
CoRR
Haokun Zhao, Jinyi Han, Jiaqing Liang, Yanghua Xiao
2025 A conf
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes.
CIKM
Haokun Zhao, Jinyi Han, Jie Shi, Chengyu Du, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 J jnl
Can LLMs Learn to Map the World from Local Descriptions?
CoRR
Sirui Xia, Aili Chen, Xintao Wang, Tinghui Zhu, Yikai Zhang, Jiangjie Chen, Yanghua Xiao
2025 — conf
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP (Findings)
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao
2025 A* conf
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles.
ICML
Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao
2025 J jnl
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles.
CoRR
Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Wei Wang, Yanghua Xiao, Shuchang Zhou
2025 J jnl
CultureScope: A Dimensional Lens for Probing Cultural Understanding in LLMs.
CoRR
Jinghao Zhang, Sihang Jiang, Shiwei Guo, Shisong Chen, Yanghua Xiao, Hongwei Feng, Jiaqing Liang, Minggui He, Shimin Tao, Hongxia Ma
2025 J jnl
Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges.
CoRR
Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang
2025 — conf
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation.
EMNLP (Findings)
Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang
2025 — conf
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling.
ACL (1)
Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao
2025 J jnl
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling.
CoRR
Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao
2025 A* conf
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs.
EMNLP
Yizhou Ying, Geng Zhang, Cui Danxin, Chengyu Du, Guanglei Yue, Sihang Jiang, Jiaqing Liang, Yifei Fu, Hailin Hu, Yanghua Xiao
2025 J jnl
DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models.
CoRR
Luolin Xiong, Haofen Wang, Xi Chen, Lu Sheng, Yun Xiong, Jingping Liu, Yanghua Xiao, Huajun Chen, Qing-Long Han, Yang Tang
2025 J jnl
DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models.
IEEE CAA J. Autom. Sinica
Luolin Xiong, Haofen Wang, Xi Chen, Lu Sheng, Yun Xiong, Jingping Liu, Yanghua Xiao, Huajun Chen, Qing-Long Han, Yang Tang
2025 A* conf
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL.
EMNLP
Jie Shi, Xi Cao, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Peng Wang, Wei Wang
2025 J jnl
Do Large Language Models Truly Understand Cross-cultural Differences?
CoRR
Shiwei Guo, Sihang Jiang, Qianxi He, Yanghua Xiao, Jiaqing Liang, Bi Yude, Minggui He, Shimin Tao, Li Zhang
2025 J jnl
Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games.
CoRR
Yikai Zhang, Ye Rong, Siyu Yuan, Jiangjie Chen, Jian Xie, Yanghua Xiao
2025 B conf
Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation.
COLING
Bo Xu, Haiqi Jiang, Jie Wei, Hongyu Jing, Ming Du, Hui Song, Hongya Wang, Yanghua Xiao
2025 A* conf
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective.
ICLR
Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu
2025 — conf
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
EMNLP (Findings)
Geng Zhang, Yizhou Ying, Sihang Jiang, Jiaqing Liang, Guanglei Yue, Yifei Fu, Hailin Hu, Yanghua Xiao
2025 J jnl
From Text to Trajectories: GPT-2 as an ODE Solver via In-Context.
CoRR
Ziyang Ma, Baojian Zhou, Deqing Yang, Yanghua Xiao
2025 — conf
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization.
ACL (1)
Zhouhong Gu, Xingzhou Chen, Xiaoran Shi, Tao Wang, Suhang Zheng, Tianyu Li, Hongwei Feng, Yanghua Xiao
2025 J jnl
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization.
CoRR
Zhouhong Gu, Xingzhou Chen, Xiaoran Shi, Tao Wang, Suhang Zheng, Tianyu Li, Hongwei Feng, Yanghua Xiao
2025 B conf
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema.
COLING
Jie Shi, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Chenhao Xie, Peng Wang, Wei Wang
2025 — conf
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation.
NAACL (Findings)
Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao
2025 J jnl
HINT: Helping Ineffective Rollouts Navigate Towards Effectiveness.
CoRR
Xinyi Wang, Jinyi Han, Zishang Jiang, Tingyun Li, Jiaqing Liang, Sihang Jiang, Zhaoqian Dai, Shuguang Ma, Fei Yu, Yanghua Xiao
2025 Misc conf
Hierarchical Prompt Tuning for System-Incremental Log Analysis.
ICASSP
Mingjie Zhou, Weidong Yang, Lipeng Ma, Sihang Jiang, Bo Xu, Yanghua Xiao
2025 J jnl
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance.
CoRR
Shisong Chen, Qian Zhu, Wenyan Yang, Chengyi Yang, Zhong Wang, Ping Wang, Xuan Lin, Bo Xu, Daqian Li, Chao Yuan, Licai Qi, Wanqing Xu, Zhenxing Sun, Xin Lu, Shiqiang Xiong, Chao Chen, Haixiang Hu, Yanghua Xiao
2025 J jnl
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following.
CoRR
Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 A conf
KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation.
CIKM
Mingyang Li, Shisong Chen, Shengkun Tu, Ziyi Du, Jinghao Zhang, Zhixu Li, Yanghua Xiao
2025 J jnl
LITE: LLM-Impelled efficient Taxonomy Evaluation.
CoRR
Lin Zhang, Zhouhong Gu, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao
2025 Misc conf
LLM-GAN: Constructing Generative Adversarial Network Through Large Language Models for Explainable Fake News Detection.
ICASSP
Yifeng Wang, Zhouhong Gu, Siwei Zhang, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao
2025 J jnl
LUK: Empowering Log Understanding With Expert Knowledge From Large Language Models.
IEEE Trans. Software Eng.
Lipeng Ma, Weidong Yang, Sihang Jiang, Ben Fei, Mingjie Zhou, Shuhao Li, Mingyu Zhao, Bo Xu, Yanghua Xiao
2025 J jnl
LogReasoner: Empowering LLMs with Expert-like Coarse-to-Fine Reasoning for Automated Log Analysis.
CoRR
Lipeng Ma, Yixuan Li, Weidong Yang, Mingjie Zhou, Xinyi Liu, Ben Fei, Shuhao Li, Xiaoyan Sun, Sihang Jiang, Yanghua Xiao
2025 Misc conf
LogSI: A Benchmark for System-Incremental Log Analysis.
ICASSP
Mingjie Zhou, Weidong Yang, Lipeng Ma, Sihang Jiang, Bo Xu, Yanghua Xiao
2025 — conf
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries.
ACL (Findings)
Ganlin Xu, Zhoujia Zhang, Wangyi Mei, Jiaqing Liang, Weijia Lu, Xiaodong Zhang, Zhifei Yang, Xiaofeng Ma, Yanghua Xiao, Deqing Yang
2025 J jnl
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries.
CoRR
Ganlin Xu, Zhoujia Zhang, Wangyi Mei, Jiaqing Liang, Weijia Lu, Xiaodong Zhang, Zhifei Yang, Xiaofeng Ma, Yanghua Xiao, Deqing Yang
2025 J jnl
MCiteBench: A Benchmark for Multimodal Citation Text Generation in MLLMs.
CoRR
Caiyu Hu, Yikai Zhang, Tinghui Zhu, Yiwei Ye, Yanghua Xiao
2025 — conf
MCiteBench: A Multimodal Benchmark for Generating Text with Citations.
EMNLP (Findings)
Caiyu Hu, Yikai Zhang, Tinghui Zhu, Yiwei Ye, Yanghua Xiao
2025 J jnl
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation.
CoRR
Jinyi Han, Tingyun Li, Shisong Chen, Jie Shi, Xinyi Wang, Guanglei Yue, Jiaqing Liang, Xin Lin, Liqian Wen, Zulong Chen, Yanghua Xiao
2025 — conf
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration.
EMNLP (Findings)
Nianqi Li, Zujie Liang, Siyu Yuan, Jiaqing Liang, Feng Wei, Yanghua Xiao
2025 B conf
OVEL: Online Video Entity Linking.
COLING
Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng, Yanghua Xiao
2025 A* conf
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation.
EMNLP
Qianxi He, Qianyu He, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
2025 J jnl
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation.
CoRR
Qianxi He, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 — conf
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following.
ACL (Findings)
Jie Zeng, Qianyu He, Qingyu Ren, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
2025 J jnl
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following.
CoRR
Jie Zeng, Qianyu He, Qingyu Ren, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 — conf
Past Meets Present: Creating Historical Analogy with Large Language Models.
ACL (1)
Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao
2025 J jnl
PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention.
CoRR
Lida Chen, Dong Xu, Chenxin An, Xintao Wang, Yikai Zhang, Jiangjie Chen, Zujie Liang, Feng Wei, Jiaqing Liang, Yanghua Xiao, Wei Wang
2025 J jnl
RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model.
CoRR
Lin Zhang, Zhouhong Gu, Xiaoran Shi, Hongwei Feng, Yanghua Xiao
2025 — conf
Revealing the Barriers of Language Agents in Planning.
NAACL (Long Papers)
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2025 J jnl
Reward Shaping to Mitigate Reward Hacking in RLHF.
CoRR
Jiayi Fu, Xuandong Zhao, Chengyuan Yao, Heng Wang, Qi Han, Yanghua Xiao
2025 — conf
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals.
NAACL (Long Papers)
Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang
2025 J jnl
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs.
CoRR
Zishang Jiang, Jinyi Han, Tingyun Li, Xinyi Wang, Sihang Jiang, Jiaqing Liang, Zhaoqian Dai, Shuguang Ma, Fei Yu, Yanghua Xiao
2025 A* conf
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query.
EMNLP
Yuchen Ji, Bo Xu, Jie Shi, Jiaqing Liang, Deqing Yang, Yu Mao, Hai Chen, Yanghua Xiao
2025 J jnl
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query.
CoRR
Yuchen Ji, Bo Xu, Jie Shi, Jiaqing Liang, Deqing Yang, Yu Mao, Hai Chen, Yanghua Xiao
2025 — conf
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models.
ACL (Findings)
Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 J jnl
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models.
CoRR
Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu
2025 — conf
StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text.
ACL (1)
Zhouhong Gu, Haoning Ye, Xingzhou Chen, Zeyang Zhou, Hongwei Feng, Yanghua Xiao
2025 Misc conf
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing.
ICASSP
Jianchen Wang, Zhouhong Gu, Xiaoxuan Zhu, Lin Zhang, Haoning Ye, Zhuozhi Xiong, Sihang Jiang, Hongwei Feng, Yanghua Xiao
2025 A* conf
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models.
ICLR
Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qianyu He, Haokun Zhao, Haoran Guo, Sirui Xia, Jiaqing Liang, Zulong Chen, Liangyue Li, Yanghua Xiao
2025 J jnl
ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection.
CoRR
Xiaoxuan Zhu, Zhouhong Gu, Baiqian Wu, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao
2025 J jnl
Why Did Apple Fall To The Ground: Evaluating Curiosity In Large Language Model.
CoRR
Haoyu Wang, Sihang Jiang, Yuyan Chen, Yitong Wang, Yanghua Xiao
2025 J jnl
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking.
CoRR
Jinyi Han, Ying Huang, Ying Liao, Zishang Jiang, Xikun Lu, Haiquan Zhao, Xinyi Wang, Guanghao Zhou, Sihang Jiang, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
2024 Misc conf
A Novel Cascade Instruction Tuning Method for Biomedical NER.
ICASSP
Jin Zhao, Chao Liu, Jiaqing Liang, Zhixu Li, Yanghua Xiao
2024 J jnl
A crossword solving system based on Monte Carlo tree search.
Artif. Intell.
Jingping Liu, Lihan Chen, Sihang Jiang, Chao Wang, Sheng Zhang, Jiaqing Liang, Yanghua Xiao, Rui Song
2024 — conf
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base.
ACL (1)
Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction.
CoRR
Zepeng Ding, Ruiyang Ke, Wenhao Huang, Guochao Jiang, Yanda Li, Deqing Yang, Yanghua Xiao, Jiaqing Liang
2024 J jnl
Agent Group Chat: An Interactive Group Chat Simulacra For Better Eliciting Collective Emergent Behavior.
CoRR
Zhouhong Gu, Xiaoxuan Zhu, Haoran Guo, Lin Zhang, Yin Cai, Hao Shen, Jiangjie Chen, Zheyu Ye, Yifei Dai, Yan Gao, Yao Hu, Hongwei Feng, Yanghua Xiao
2024 J jnl
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation.
CoRR
Wenhao Huang, Chenghao Peng, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Liqian Wen, Zulong Chen
2024 A* conf
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation.
EMNLP
Wenhao Huang, Zhouhong Gu, Chenghao Peng, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Liqian Wen, Zulong Chen
2024 A* conf
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding.
AAAI
Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Haiyun Jiang, Sihang Jiang, Yanghua Xiao, Yunwen Chen
2024 — conf
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models.
EMNLP (Findings)
Zhiwei Zha, Xiangru Zhu, Yuanyi Xu, Chenghua Huang, Jingping Liu, Zhixu Li, Xuwu Wang, Yanghua Xiao, Bei Yang, Xiaoxiao Xu
2024 — conf
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models.
ACL (Findings)
Nianqi Li, Jingping Liu, Sihang Jiang, Haiyun Jiang, Yanghua Xiao, Jiaqing Liang, Zujie Liang, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han
2024 A* conf
Can Large Language Models Understand Real-World Complex Instructions?
AAAI
Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Can Pre-trained Language Models Understand Chinese Humor?
CoRR
Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen
2024 — conf
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.
EMNLP (Findings)
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.
CoRR
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs.
CoRR
Yifei Zhang, Xintao Wang, Jiaqing Liang, Sirui Xia, Lida Chen, Yanghua Xiao
2024 J jnl
Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing?
CoRR
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao
2024 J jnl
ConcEPT: Concept-Enhanced Pre-Training for Language Models.
CoRR
Xintao Wang, Zhouhong Gu, Jiaqing Liang, Dakuan Lu, Yanghua Xiao, Wei Wang
2024 — conf
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
EMNLP (Findings)
Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu, Jiangjie Chen, Wenhao Huang, Yikai Zhang, Shusen Wang, Zheyu Ye, Yan Gao, Hongwei Feng, Yanghua Xiao
2024 J jnl
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
CoRR
Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu, Jiangjie Chen, Wenhao Huang, Yikai Zhang, Shusen Wang, Zheyu Ye, Yan Gao, Hongwei Feng, Yanghua Xiao
2024 — conf
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
ACL (Findings)
Yuyan Chen, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
CoRR
Yuyan Chen, Tianhao Yu, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao
2024 — conf
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models.
ACL (1)
Yuyan Chen, Songzhou Yan, Panjun Liu, Yanghua Xiao
2024 J jnl
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models.
CoRR
Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao
2024 A* conf
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models.
EMNLP
Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Jian Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang
2024 J jnl
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models.
CoRR
Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang
2024 — conf
Effective In-Context Learning for Named Entity Recognition.
BIBM
Jin Zhao, Qian Guo, Jiaqing Liang, Zhixu Li, Yanghua Xiao
2024 — conf
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models.
ACL (Findings)
Yuyan Chen, Songzhou Yan, Sijia Liu, Yueze Li, Yanghua Xiao
2024 J jnl
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models.
CoRR
Yuyan Chen, Hao Wang, Songzhou Yan, Sijia Liu, Yueze Li, Yi Zhao, Yanghua Xiao
2024 A conf
Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration.
ECAI
Jin Zhao, Jian Xie, Tinghui Zhu, Qian Guo, Zhixu Li, Yanghua Xiao
2024 J jnl
Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience.
CoRR
Haixia Han, Tingyun Li, Shisong Chen, Jie Shi, Chengyu Du, Yanghua Xiao, Jiaqing Liang, Xin Lin
2024 A* conf
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception.
ICDE
Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen
2024 J jnl
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective.
CoRR
Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu
2024 J jnl
Exploiting Duality in Aspect Sentiment Triplet Extraction With Sequential Prompting.
IEEE Trans. Knowl. Data Eng.
Jingping Liu, Tao Chen, Hao Guo, Chao Wang, Haiyun Jiang, Yanghua Xiao, Xiang Xu, Baohua Wu
2024 A conf
Exploiting Duality in Open Information Extraction with Predicate Prompt.
WSDM
Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian
2024 J jnl
Exploiting Duality in Open Information Extraction with Predicate Prompt.
CoRR
Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian
2024 J jnl
Fast and Robust Contextual Node Representation Learning over Dynamic Graphs.
CoRR
Xingzhi Guo, Silong Wang, Baojian Zhou, Yanghua Xiao, Steven Skiena
2024 A* conf
Faster Local Solvers for Graph Diffusion Equations.
NeurIPS
Jiahe Bai, Baojian Zhou, Deqing Yang, Yanghua Xiao
2024 J jnl
Faster Local Solvers for Graph Diffusion Equations.
CoRR
Jiahe Bai, Baojian Zhou, Deqing Yang, Yanghua Xiao
2024 — conf
Few-Shot Log Analysis with Prompt-Based Multi-task Transfer Learning.
DASFAA (2)
Mingjie Zhou, Weidong Yang, Lipeng Ma, Sihang Jiang, Bo Xu, Yanghua Xiao
2024 — conf
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models.
EMNLP (Findings)
Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao
2024 J jnl
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models.
CoRR
Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao
2024 J jnl
From Persona to Personalization: A Survey on Role-Playing Language Agents.
CoRR
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
2024 J jnl
From Persona to Personalization: A Survey on Role-Playing Language Agents.
Trans. Mach. Learn. Res.
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
2024 — conf
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization.
ACL (Findings)
Chenghua Huang, Shisong Chen, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Jiaxin Liu, Zhigang Chen
2024 J jnl
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation.
CoRR
Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao
2024 — conf
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick.
ACL (1)
Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao
2024 J jnl
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick.
CoRR
Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao
2024 — conf
HOTVCOM: Generating Buzzworthy Comments for Videos.
ACL (Findings)
Yuyan Chen, Songzhou Yan, Qingpei Guo, Jiyuan Jia, Zhixu Li, Yanghua Xiao
2024 J jnl
HOTVCOM: Generating Buzzworthy Comments for Videos.
CoRR
Yuyan Chen, Yiwen Qian, Songzhou Yan, Jiyuan Jia, Zhixu Li, Yanghua Xiao, Xiaobo Li, Ming Yang, Qingpei Guo
2024 J jnl
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
CoRR
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2024 J jnl
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models.
CoRR
Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2024 J jnl
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
CoRR
Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao
2024 — conf
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction.
LREC/COLING
Zepeng Ding, Wenhao Huang, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction.
CoRR
Zepeng Ding, Wenhao Huang, Jiaqing Liang, Deqing Yang, Yanghua Xiao
2024 — conf
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews.
ACL (1)
Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao
2024 — conf
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases.
EMNLP (Findings)
Wenhao Huang, Qianyu He, Zhixu Li, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases.
CoRR
Wenhao Huang, Qianyu He, Zhixu Li, Jiaqing Liang, Yanghua Xiao
2024 A* conf
Iterative Methods via Locally Evolving Set Process.
NeurIPS
Baojian Zhou, Yifan Sun, Reza Babanezhad Harikandeh, Xingzhi Guo, Deqing Yang, Yanghua Xiao
2024 J jnl
Iterative Methods via Locally Evolving Set Process.
CoRR
Baojian Zhou, Yifan Sun, Reza Babanezhad Harikandeh, Xingzhi Guo, Deqing Yang, Yanghua Xiao
2024 A* conf
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding.
ICSE
Lipeng Ma, Weidong Yang, Bo Xu, Sihang Jiang, Ben Fei, Jiaqing Liang, Mingjie Zhou, Yanghua Xiao
2024 J jnl
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection.
CoRR
Yifeng Wang, Zhouhong Gu, Siwei Zhang, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao
2024 J jnl
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models.
CoRR
Lipeng Ma, Weidong Yang, Sihang Jiang, Ben Fei, Mingjie Zhou, Shuhao Li, Bo Xu, Yanghua Xiao
2024 J jnl
Large Language Model Can Continue Evolving From Mistakes.
CoRR
Haokun Zhao, Haixia Han, Jie Shi, Chengyu Du, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks.
CoRR
Yuncheng Huang, Qianyu He, Yipei Xu, Jiaqing Liang, Yanghua Xiao
2024 — conf
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models.
ACL (Findings)
Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models.
CoRR
Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao
2024 A conf
M
CIKM
Zhiwei Zha, Jiaan Wang, Zhixu Li, Xiangru Zhu, Wei Song, Yanghua Xiao
2024 J jnl
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization.
CoRR
Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao
2024 J jnl
Multi-Modal Knowledge Graph Construction and Application: A Survey.
IEEE Trans. Knowl. Data Eng.
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan
2024 J jnl
MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning.
CoRR
Nianqi Li, Zujie Liang, Siyu Yuan, Jiaqing Liang, Feng Wei, Yanghua Xiao
2024 — conf
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency.
LREC/COLING
Yuchen Shi, Deqing Yang, Jingping Liu, Yanghua Xiao, Zongyu Wang, Huimin Xu
2024 J jnl
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency.
CoRR
Yuchen Shi, Deqing Yang, Jingping Liu, Yanghua Xiao, Zongyu Wang, Huimin Xu
2024 J jnl
OVEL: Large Language Model as Memory Manager for Online Video Entity Linking.
CoRR
Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng, Yanghua Xiao
2024 J jnl
Past Meets Present: Creating Historical Analogy with Large Language Models.
CoRR
Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao
2024 J jnl
QUILL: Quotation Generation Enhancement of Large Language Models.
CoRR
Jin Xiao, Bowei Zhang, Qianyu He, Jiaqing Liang, Feng Wei, Jinglei Chen, Zujie Liang, Deqing Yang, Yanghua Xiao
2024 — conf
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding.
NAACL-HLT (Findings)
Yanda Li, Dixuan Wang, Jiaqing Liang, Guochao Jiang, Qianyu He, Yanghua Xiao, Deqing Yang
2024 J jnl
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding.
CoRR
Yanda Li, Dixuan Wang, Jiaqing Liang, Guochao Jiang, Qianyu He, Yanghua Xiao, Deqing Yang
2024 J jnl
Recent Advancement of Emotion Cognition in Large Language Models.
CoRR
Yuyan Chen, Yanghua Xiao
2024 J jnl
Revealing the Barriers of Language Agents in Planning.
CoRR
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2024 J jnl
SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation.
CoRR
Ziqin Luo, Haixia Han, Haokun Zhao, Guochao Jiang, Chengyu Du, Tingyun Li, Jiaqing Liang, Deqing Yang, Yanghua Xiao
2024 A* conf
SEGMENT+: Long Text Processing with Short-Context Language Models.
EMNLP
Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao
2024 J jnl
SEGMENT+: Long Text Processing with Short-Context Language Models.
CoRR
Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao
2024 J jnl
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI.
IEEE Trans. Knowl. Data Eng.
Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou
2024 J jnl
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals.
CoRR
Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang
2024 A* conf
Small Language Model Can Self-Correct.
AAAI
Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao
2024 J jnl
Small Language Model Can Self-correct.
CoRR
Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao
2024 A conf
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.
CIKM
Yipei Xu, Dakuan Lu, Jiaqing Liang, Jin Zhao, Xintao Wang, Hengkui Wu, Ken Chen, Liujiang Liu, Yingsi Xin, Xuepeng Liu, Yanghua Xiao, Zhixu Li
2024 J jnl
StrucText-Eval: An Autogenerated Benchmark for Evaluating Large Language Model's Ability in Structure-Rich Text Understanding.
CoRR
Zhouhong Gu, Haoning Ye, Zeyang Zhou, Hongwei Feng, Yanghua Xiao
2024 J jnl
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey.
CoRR
Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao
2024 J jnl
TDASD: Generating medically significant fine-grained lung adenocarcinoma nodule CT images based on stable diffusion models with limited sample size.
Comput. Methods Programs Biomed.
Yidan Xu, Jiaqing Liang, Yaoyao Zhuo, Lei Liu, Yanghua Xiao, Lingxiao Zhou
2024 A* conf
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation.
AAAI
Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Bang Liu, Zhixu Li, Yanghua Xiao
2024 J jnl
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals.
CoRR
Lida Chen, Zujie Liang, Xintao Wang, Jiaqing Liang, Yanghua Xiao, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han, Wei Wang
2024 A conf
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models.
WSDM
Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao
2024 J jnl
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing.
CoRR
Jianchen Wang, Zhouhong Gu, Zhuozhi Xiong, Hongwei Feng, Yanghua Xiao
2024 J jnl
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models.
CoRR
Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qianyu He, Haokun Zhao, Sirui Xia, Haoran Guo, Jiaqing Liang, Zulong Chen, Liangyue Li, Yanghua Xiao
2024 — conf
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation.
ACL (1)
Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen
2024 J jnl
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation.
CoRR
Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen
2024 A* conf
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models.
AAAI
Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao
2024 J jnl
TravelAgent: An AI Assistant for Personalized Travel Planning.
CoRR
Aili Chen, Xuyang Ge, Ziquan Fu, Yanghua Xiao, Jiangjie Chen
2024 A* conf
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
ICML
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 J jnl
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
CoRR
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 J jnl
VCEval: Rethinking What is a Good Educational Video and How to Automatically Evaluate It.
CoRR
Xiaoxuan Zhu, Zhouhong Gu, Sihang Jiang, Zhixu Li, Hongwei Feng, Yanghua Xiao
2024 J jnl
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding.
IEEE Trans. Knowl. Data Eng.
Yuyan Chen, Yanghua Xiao, Zhixu Li, Bang Liu
2024 A* conf
XMeCap: Meme Caption Generation with Sub-Image Adaptability.
ACM Multimedia
Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao
2024 J jnl
XMeCap: Meme Caption Generation with Sub-Image Adaptability.
CoRR
Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao
2024 A* conf
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation.
AAAI
Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao
2023 J jnl
A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics.
CoRR
Xiangru Zhu, Penglei Sun, Chengyu Wang, Jingping Liu, Zhixu Li, Yanghua Xiao, Jun Huang
2023 — conf
A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction.
DASFAA (3)
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin
2023 A conf
AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models.
WSDM
Xiaodan Wang, Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao
2023 J jnl
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base.
CoRR
Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2023 — conf
Adaptive Ordered Information Extraction with Deep Reinforcement Learning.
ACL (Findings)
Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji
2023 J jnl
Adaptive Ordered Information Extraction with Deep Reinforcement Learning.
CoRR
Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji
2023 — ed.
Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part I
IEA/AIE (1)
Hamido Fujita, Yinglin Wang, Yanghua Xiao, Moonis Ali
2023 — ed.
Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part II
IEA/AIE (2)
Hamido Fujita, Yinglin Wang, Yanghua Xiao, Moonis Ali
2023 A conf
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities.
CIKM
Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao
2023 J jnl
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities.
CoRR
Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao
2023 J jnl
BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark.
CoRR
Dakuan Lu, Hengkui Wu, Jiaqing Liang, Yipei Xu, Qianyu He, Yipeng Geng, Mengkun Han, Yingsi Xin, Yanghua Xiao
2023 — conf
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction.
EMNLP (Findings)
Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang
2023 J jnl
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction.
CoRR
Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang
2023 J jnl
Beyond the Obvious: Evaluating the Reasoning Ability In Real-life Scenarios of Language Models on Life Scapes Reasoning Benchmark~(LSR-Benchmark).
CoRR
Zhouhong Gu, Zihan Li, Lin Zhang, Zhuozhi Xiong, Sihang Jiang, Xiaoxuan Zhu, Shusen Wang, Zili Wang, Jianchen Wang, Haoning Ye, Wenhao Huang, Yikai Zhang, Hongwei Feng, Yanghua Xiao
2023 J jnl
Can Large Language Models Understand Real-World Complex Instructions?
CoRR
Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao
2023 A conf
Can Pre-trained Language Models Understand Chinese Humor?
WSDM
Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen
2023 — conf
Causality-aware Concept Extraction based on Knowledge-guided Prompting.
ACL (1)
Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie
2023 J jnl
Causality-aware Concept Extraction based on Knowledge-guided Prompting.
CoRR
Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie
2023 A* conf
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction.
AAAI
Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang
2023 A* conf
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
AAAI
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
2023 — conf
Distilling Script Knowledge from Large Language Models for Constrained Language Planning.
ACL (1)
Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang
2023 J jnl
Distilling Script Knowledge from Large Language Models for Constrained Language Planning.
CoRR
Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang
2023 J jnl
EASC: An exception-aware semantic compression framework for real-world knowledge graphs.
Knowl. Based Syst.
Sihang Jiang, Jianchuan Feng, Chao Wang, Jingping Liu, Zhuozhi Xiong, Chaofeng Sha, Weiguo Zheng, Jiaqing Liang, Yanghua Xiao
2023 A* conf
Efficient Single-Source SimRank Query by Path Aggregation.
KDD
Mingxi Zhang, Yanghua Xiao, Wei Wang
2023 A* conf
End-to-End Entity Linking with Hierarchical Reinforcement Learning.
AAAI
Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao
2023 J jnl
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception.
CoRR
Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen
2023 — conf
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph.
ACL (industry)
Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao
2023 A* conf
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation.
AAAI
Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong
2023 J jnl
GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation.
CoRR
Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong
2023 A* conf
Group Buying Recommendation Model Based on Multi-task Learning.
ICDE
Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao
2023 — conf
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation.
ACL (1)
Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen
2023 J jnl
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation.
CoRR
Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen
2023 A conf
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition.
CIKM
Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang, Jingping Liu
2023 A conf
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
CIKM
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023 A conf
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models.
CIKM
Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023 A conf
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning.
CIKM
Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao, Bing Han
2023 J jnl
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases.
CoRR
Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang
2023 J jnl
Learning Dual-view User Representations for Enhanced Sequential Recommendation.
ACM Trans. Inf. Syst.
Lyuxin Xue, Deqing Yang, Shuoyao Zhai, Yuxin Li, Yanghua Xiao
2023 J jnl
M2ConceptBase: A Fine-grained Aligned Multi-modal Conceptual Knowledge Base.
CoRR
Zhiwei Zha, Jiaan Wang, Zhixu Li, Xiangru Zhu, Wei Song, Yanghua Xiao
2023 A* conf
M3PT: A Multi-Modal Model for POI Tagging.
KDD
JingSong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni
2023 J jnl
M3PT: A Multi-Modal Model for POI Tagging.
CoRR
JingSong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni
2023 A* conf
MA-MRC: A Multi-answer Machine Reading Comprehension Dataset.
SIGIR
Zhiang Yue, Jingping Liu, Cong Zhang, Chao Wang, Haiyun Jiang, Yue Zhang, Xianyang Tian, Zhedong Cen, Yanghua Xiao, Tong Ruan
2023 — conf
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization.
EMNLP (Findings)
Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao
2023 A* conf
MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base.
AAAI
Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao
2023 J jnl
Multi-task entity linking with supervision from a taxonomy.
Knowl. Inf. Syst.
Xuwu Wang, Lihan Chen, Wei Zhu, Yuan Ni, Guotong Xie, Deqing Yang, Yanghua Xiao
2023 J jnl
Noun Compound Interpretation With Relation Classification and Paraphrasing.
IEEE Trans. Knowl. Data Eng.
Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, Rui Xie
2023 J jnl
Prototypical Concept Representation.
IEEE Trans. Knowl. Data Eng.
Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang
2023 A* conf
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search.
KDD
Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni
2023 J jnl
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search.
CoRR
Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni
2023 — conf
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
ACL (1)
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
2023 J jnl
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
CoRR
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
2023 J jnl
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI.
CoRR
Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou
2023 J jnl
Sem4SAP: Synonymous Expression Mining From Open Knowledge Graph For Language Model Synonym-Aware Pretraining.
CoRR
Zhouhong Gu, Sihang Jiang, Wenhao Huang, Jiaqing Liang, Hongwei Feng, Yanghua Xiao
2023 — conf
Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling.
DASFAA (3)
Bo Xu, Zhengqi Zhang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao
2023 A conf
ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs.
ISSRE
Jiahao Shi, Sihang Jiang, Bo Xu, Yanghua Xiao
2023 A conf
ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding.
ISSRE
Jie Shi, Sihang Jiang, Bo Xu, Jiaqing Liang, Yanghua Xiao, Wei Wang
2023 J jnl
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.
CoRR
Yipei Xu, Dakuan Lu, Jiaqing Liang, Xintao Wang, Yipeng Geng, Yingsi Xin, Hengkui Wu, Ken Chen, ruiji zhang, Yanghua Xiao
2023 J jnl
Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction.
Knowl. Based Syst.
Chao Wang, Juntao Liu, Jingping Liu, Sihang Jiang, Zhixu Li, Yanghua Xiao
2023 J jnl
Towards Fine-Grained Concept Generation.
IEEE Trans. Knowl. Data Eng.
Chenguang Li, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang
2023 A* conf
Towards Visual Taxonomy Expansion.
ACM Multimedia
Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, Zongyu Wang, Rui Xie, Yunsen Xian
2023 J jnl
Towards Visual Taxonomy Expansion.
CoRR
Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, Zongyu Wang, Rui Xie, Yunsen Xian
2023 J jnl
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models.
CoRR
Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao
2023 — conf
What Image do You Need? A Two-stage Framework for Image Selection in E-commerce.
WWW (Companion Volume)
Sheng You, Chao Wang, Baohua Wu, Jingping Liu, Quan Lu, Guanzhou Han, Yanghua Xiao
2023 J jnl
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation.
CoRR
Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Qianyu He, Rui Xu, Wenhao Huang, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao
2022 A conf
A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction.
CIKM
Hanwen Tong, Chenhao Xie, Jiaqing Liang, Qianyu He, Zhiang Yue, Jingping Liu, Yanghua Xiao, Wenguang Wang
2022 A conf
A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction.
CIKM
Kaiyan Cao, Deqing Yang, Jingping Liu, Jiaqing Liang, Yanghua Xiao, Feng Wei, Baohua Wu, Quan Lu
2022 J jnl
A Probit Tensor Factorization Model For Relational Learning.
J. Comput. Graph. Stat.
Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao
2022 A conf
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction.
WSDM
Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua Xiao, Wei Wang, Rui Xie
2022 — conf
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge.
EMNLP (Findings)
Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao
2022 A conf
CAT-MNER: Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention.
ICME
Xuwu Wang, Jiabo Ye, Zhixu Li, Junfeng Tian, Yong Jiang, Ming Yan, Ji Zhang, Yanghua Xiao
2022 — conf
Can Pre-trained Language Models Interpret Similes as Smart as Human?
ACL (1)
Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao
2022 J jnl
Can Pre-trained Language Models Interpret Similes as Smart as Human?
CoRR
Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao
2022 A conf
Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift.
CIKM
Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang
2022 — conf
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation.
ECML/PKDD (2)
Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao
2022 J jnl
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation.
CoRR
Jingjie Yi, Deqing Yang, Siyu Yuan, Caiyan Cao, Zhiyao Zhang, Yanghua Xiao
2022 J jnl
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
CoRR
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
2022 A* conf
Crossword Puzzle Resolution via Monte Carlo Tree Search.
ICAPS
Lihan Chen, Jingping Liu, Sihang Jiang, Chao Wang, Jiaqing Liang, Yanghua Xiao, Sheng Zhang, Rui Song
2022 B conf
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts.
COLING
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao
2022 A conf
Diversified Query Generation Guided by Knowledge Graph.
WSDM
Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao
2022 — conf
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
ACL (Findings)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
2022 J jnl
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
CoRR
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
2022 J jnl
Entity understanding with hierarchical graph learning for enhanced text classification.
Knowl. Based Syst.
Chao Wang, Haiyun Jiang, Tao Chen, Jingping Liu, Menghui Wang, Sihang Jiang, Zhixu Li, Yanghua Xiao
2022 A conf
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation.
ICME
Lyuxin Xue, Deqing Yang, Yanghua Xiao
2022 J jnl
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation.
CoRR
Lyuxin Xue, Deqing Yang, Yanghua Xiao
2022 — conf
FalCon: A Faithful Contrastive Framework for Response Generation in TableQA Systems.
DASFAA (3)
Shineng Fang, Jiangjie Chen, Xinyao Shen, Yunwen Chen, Yanghua Xiao
2022 J jnl
Generating Knowledge-Based Attentive User Representations for Sparse Interaction Recommendation.
IEEE Trans. Knowl. Data Eng.
Deqing Yang, Chenlu Shen, Baichuan Liu, Lyuxin Xue, Yanghua Xiao
2022 A* conf
Generative Entity Typing with Curriculum Learning.
EMNLP
Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao
2022 J jnl
Generative Entity Typing with Curriculum Learning.
CoRR
Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao
2022 J jnl
Group Buying Recommendation Model Based on Multi-task Learning.
CoRR
Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao
2022 A* conf
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation.
ICDE
Yuyan Chen, Yanghua Xiao, Bang Liu
2022 J jnl
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation.
CoRR
Yuyan Chen, Yanghua Xiao, Bang Liu
2022 J jnl
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review.
CoRR
Jiangjie Chen, Yanghua Xiao
2022 J jnl
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review.
IEEE Data Eng. Bull.
Jiangjie Chen, Yanghua Xiao
2022 A conf
Harvesting More Answer Spans from Paragraph beyond Annotation.
WSDM
Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao
2022 B conf
Human-in-the-loop Robotic Grasping Using BERT Scene Representation.
COLING
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022 J jnl
Human-in-the-loop Robotic Grasping using BERT Scene Representation.
CoRR
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022 B conf
Improving Continual Relation Extraction through Prototypical Contrastive Learning.
COLING
Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao
2022 J jnl
Improving Continual Relation Extraction through Prototypical Contrastive Learning.
CoRR
Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao
2022 — conf
Knowing What I Don't Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering.
DASFAA (3)
Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao, Bang Liu, Yunwen Chen
2022 A* conf
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification.
AAAI
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li
2022 A* conf
Language Models as Knowledge Embeddings.
IJCAI
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
2022 J jnl
Language Models as Knowledge Embeddings.
CoRR
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
2022 J jnl
Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension.
CoRR
Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie
2022 A* conf
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision.
ICDE
Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao
2022 J jnl
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision.
CoRR
Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao
2022 J jnl
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base.
CoRR
Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao
2022 — conf
Modeling Uncertainty in Neural Relation Extraction.
DASFAA (3)
Yu Hong, Yanghua Xiao, Wei Wang, Yunwen Chen
2022 J jnl
Multi-Modal Knowledge Graph Construction and Application: A Survey.
CoRR
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan
2022 — conf
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints.
NAACL-HLT
Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao
2022 J jnl
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints.
CoRR
Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao
2022 J jnl
Neurally-Guided Semantic Navigation in Knowledge Graph.
IEEE Trans. Big Data
Liang He, Bin Shao, Yanghua Xiao, Yatao Li, Tie-Yan Liu, Enhong Chen, Huanhuan Xia
2022 B conf
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning.
COLING
Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang
2022 — conf
PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition.
DASFAA (3)
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Jiabo Ye, Ming Yan, Yanghua Xiao
2022 J jnl
Rule Mining over Knowledge Graphs via Reinforcement Learning.
CoRR
Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song
2022 J jnl
Rule mining over knowledge graphs via reinforcement learning.
Knowl. Based Syst.
Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song
2022 — conf
Semantic-Based Data Augmentation for Math Word Problems.
DASFAA (3)
Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen
2022 J jnl
Semantic-based Data Augmentation for Math Word Problems.
CoRR
Ailisi Li, Jiaqing Liang, Yanghua Xiao
2022 J jnl
Spiral of Silence and Its Application in Recommender Systems.
IEEE Trans. Knowl. Data Eng.
Chen Lin, Dugang Liu, Hanghang Tong, Yanghua Xiao
2022 J jnl
Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning.
CoRR
Ailisi Li, Xueyao Jiang, Bang Liu, Jiaqing Liang, Yanghua Xiao
2022 A* conf
Unsupervised Editing for Counterfactual Stories.
AAAI
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
2022 — conf
Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction.
DASFAA (1)
Xuwu Wang, Xueyao Jiang, Sihang Jiang, Zhixu Li, Yanghua Xiao
2022 — conf
Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph.
DASFAA (1)
Xueyao Jiang, Ailisi Li, Jiaqing Liang, Bang Liu, Rui Xie, Wei Wu, Zhixu Li, Yanghua Xiao
2022 J jnl
VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction.
Artif. Intell.
Jingping Liu, Tao Chen, Chao Wang, Jiaqing Liang, Lihan Chen, Yanghua Xiao, Yunwen Chen, Ke Jin
2022 — conf
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types.
ACL (1)
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao
2022 J jnl
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types.
CoRR
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao
2021 J jnl
A Probit Tensor Factorization Model For Relational Learning.
CoRR
Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao
2021 J jnl
A Question-answering Based Framework for Relation Extraction Validation.
CoRR
Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao
2021 J jnl
A Review on Graph Neural Network Methods in Financial Applications.
CoRR
Jianian Wang, Sheng Zhang, Yanghua Xiao, Rui Song
2021 A* conf
Bootstrapping Information Extraction via Conceptualization.
ICDE
Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang
2021 — conf
Diversified Paraphrase Generation with Commonsense Knowledge Graph.
NLPCC (1)
Xinyao Shen, Jiangjie Chen, Yanghua Xiao
2021 J jnl
FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion.
CoRR
Sijie Cheng, Jingwen Wu, Yanghua Xiao, Yang Liu
2021 — conf
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications.
ACL/IJCNLP (Findings)
Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Yanghua Xiao
2021 — conf
Incorporating Complete Syntactical Knowledge for Spoken Language Understanding.
CCKS
Shimin Tao, Ying Qin, Yimeng Chen, Chunning Du, Haifeng Sun, Weibin Meng, Yanghua Xiao, Jiaxin Guo, Chang Su, Minghan Wang, Min Zhang, Yuxia Wang, Hao Yang
2021 — conf
Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction.
PAKDD (3)
Li Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao
2021 Misc conf
Large-Scale Multi-granular Concept Extraction Based on Machine Reading Comprehension.
ISWC
Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao, Rui Xie
2021 A* conf
Learning Term Embeddings for Lexical Taxonomies.
AAAI
Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen
2021 — conf
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction.
ACL/IJCNLP (1)
Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi, Yanghua Xiao
2021 J jnl
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL.
CoRR
Junyang Huang, Yongbo Wang, Yongliang Wang, Yang Dong, Yanghua Xiao
2021 — conf
Revisiting the Negative Data of Distantly Supervised Relation Extraction.
ACL/IJCNLP (1)
Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao
2021 J jnl
Revisiting the Negative Data of Distantly Supervised Relation Extraction.
CoRR
Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao
2021 — conf
SILVER: Generating Persuasive Chinese Product Pitch.
PAKDD (2)
Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin
2021 J jnl
Unsupervised Editing for Counterfactual Stories.
CoRR
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
2021 A conf
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model.
CIKM
Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang, Yanghua Xiao
2020 A* conf
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention.
SIGIR
Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao
2020 J jnl
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention.
CoRR
Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao
2020 A conf
Attacking Recommender Systems with Augmented User Profiles.
CIKM
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang
2020 J jnl
Attacking Recommender Systems with Augmented User Profiles.
CoRR
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang
2020 A* conf
CapableOf Reasoning: A Step Towards Commonsense Oracle.
SIGIR
Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao
2020 B conf
Co-refining User and Item Representations with Feature-level Self-attention for Enhanced Recommendation.
ASONAM
Zikai Guo, Deqing Yang, Baichuan Liu, Lyuxin Xue, Yanghua Xiao
2020 J jnl
Collective Loss Function for Positive and Unlabeled Learning.
CoRR
Chenhao Xie, Qiao Cheng, Jiaqing Liang, Lihan Chen, Yanghua Xiao
2020 J jnl
Complex Relation Extraction: Challenges and Opportunities.
CoRR
Haiyun Jiang, Qiaoben Bao, Qiao Cheng, Deqing Yang, Li Wang, Yanghua Xiao
2020 J jnl
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty.
CoRR
Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen
2020 — conf
EntityLDA: A Topic Model for Entity Retrieval on Knowledge Graph.
ICKG
Yu Hong, Suo Feng, Yanghua Xiao
2020 J jnl
Explaining a bag of words with hierarchical conceptual labels.
World Wide Web
Haiyun Jiang, Yanghua Xiao, Wei Wang
2020 J jnl
InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction.
CoRR
Zhendong Chu, Haiyun Jiang, Yanghua Xiao, Wei Wang
2020 A* conf
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation.
SIGIR
Wenjing Meng, Deqing Yang, Yanghua Xiao
2020 J jnl
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation.
CoRR
Wenjing Meng, Deqing Yang, Yanghua Xiao
2020 — conf
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning.
EMNLP (1)
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao
2020 J jnl
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning.
CoRR
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao
2020 J jnl
LOREN: Logic Enhanced Neural Reasoning for Fact Verification.
CoRR
Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li
2020 — conf
Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation.
ICKG
Deqing Yang, Zikai Guo, Yanghua Xiao
2020 A conf
Mining Infrequent High-Quality Phrases from Domain-Specific Corpora.
CIKM
Li Wang, Wei Zhu, Sihang Jiang, Sheng Zhang, Keqiang Wang, Yuan Ni, Guotong Xie, Yanghua Xiao
2020 A* conf
Mining Verb-Oriented Commonsense Knowledge.
ICDE
Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang, Bo Xu, Yanghua Xiao
2020 J jnl
Surface pattern-enhanced relation extraction with global constraints.
Knowl. Inf. Syst.
Haiyun Jiang, Juntao Liu, Sheng Zhang, Deqing Yang, Yanghua Xiao, Wei Wang
2020 J jnl
Understanding a bag of words by conceptual labeling with prior weights.
World Wide Web
Haiyun Jiang, Deqing Yang, Yanghua Xiao, Wei Wang
2019 A conf
A Community-Based Collaborative Filtering Method for Social Recommender Systems.
ICWS
Bin Liang, Bo Xu, Xiaowei Wu, Dong Wu, Deqing Yang, Yanghua Xiao, Wei Wang
2019 — conf
A Deep Recommendation Model Incorporating Adaptive Knowledge-Based Representations.
DASFAA (3)
Chenlu Shen, Deqing Yang, Yanghua Xiao
2019 J jnl
ACCF: Learning Attentional Conformity for Collaborative Filtering.
IEEE Access
Bin Liang, Chaofeng Sha, Dong Wu, Bo Xu, Yanghua Xiao, Wei Wang
2019 A conf
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks.
CIKM
Yuting Ye, Xuwu Wang, Jiangchao Yao, Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang
2019 J jnl
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks.
CoRR
Yuting Ye, Xuwu Wang, Jiangchao Yao, Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang
2019 J jnl
CN-DBpedia2: An Extraction and Verification Framework for Enriching Chinese Encyclopedia Knowledge Base.
Data Intell.
Bo Xu, Jiaqing Liang, Chenhao Xie, Bin Liang, Lihan Chen, Yanghua Xiao
2019 A* conf
CN-Probase: A Data-Driven Approach for Large-Scale Chinese Taxonomy Construction.
ICDE
Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang
2019 J jnl
CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Construction.
CoRR
Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang
2019 — conf
Charge Prediction with Legal Attention.
NLPCC (1)
Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao
2019 A* conf
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty.
IJCAI
Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen
2019 A* conf
Deep Short Text Classification with Knowledge Powered Attention.
AAAI
Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang
2019 J jnl
Deep Short Text Classification with Knowledge Powered Attention.
CoRR
Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang
2019 — conf
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation.
ACL (1)
Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao
2019 J jnl
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation.
CoRR
Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao
2019 A conf
Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management.
CIKM
Rong Duan, Yanghua Xiao
2019 — conf
Hierarchical Conceptual Labeling.
DASFAA (3)
Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen, Chao Wang, Chenguang Li, Jiaqing Liang, Bin Liang, Wei Wang
2019 J jnl
Interpretable Text Classification Using CNN and Max-pooling.
CoRR
Hao Cheng, Xiaoqing Yang, Zang Li, Yanghua Xiao, Yucheng Lin
2019 J jnl
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases.
CoRR
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang
2019 B conf
Knowledge embedding towards the recommendation with sparse user-item interactions.
ASONAM
Deqing Yang, Ziyi Wang, Junyang Jiang, Yanghua Xiao
2019 — conf
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment.
EMNLP/IJCNLP (1)
Xiaofei Shi, Yanghua Xiao
2019 A* conf
Non-Compensatory Psychological Models for Recommender Systems.
AAAI
Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao
2019 A* conf
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels.
IJCAI
Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen, Chenguang Li, Jingping Liu, Jiaqing Liang, Chao Wang, Yanghua Xiao, Wei Wang
2019 A conf
Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification.
CIKM
Shiyun Chen, Xin Lin, Yanghua Xiao, Liang He
2019 A conf
Spiral of Silence in Recommender Systems.
WSDM
Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong
2019 A* conf
Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms.
ICDE
Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Hai-Kuan Huang, Jun Tan
2019 A conf
Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce.
WSDM
Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju
2018 A* conf
A Knowledge-Enhanced Deep Recommendation Framework Incorporating GAN-Based Models.
ICDM
Deqing Yang, Zikai Guo, Ziyi Wang, Juyang Jiang, Yanghua Xiao, Wei Wang
2018 C conf
An Effective Method for Identifying Unknown Unknowns with Noisy Oracle.
ICCBR
Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang, Liang He
2018 A conf
METIC: Multi-Instance Entity Typing from Corpus.
CIKM
Bo Xu, Zheng Luo, Luyang Huang, Bin Liang, Yanghua Xiao, Deqing Yang, Wei Wang
2018 A conf
Short Text Entity Linking with Fine-grained Topics.
CIKM
Lihan Chen, Jiaqing Liang, Chenhao Xie, Yanghua Xiao
2018 — ch.
Social Communication Network: Case Study.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Bin Liang, Bo Xu, Deqing Yang, Qi Liu, Yanghua Xiao
2018 B conf
Social Tag Embedding for the Recommendation with Sparse User-Item Interactions.
ASONAM
Deqing Yang, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Wei Wang
2018 C conf
Timeline: A Chinese Event Extraction and Exploration System.
SoMeT
Chenguang Li, Hao Cheng, Yanghua Xiao, Chenhao Xie, Haiyun Jiang, Suo Feng
2017 A conf
Automatic Navbox Generation by Interpretable Clustering over Linked Entities.
CIKM
Chenhao Xie, Lihan Chen, Jiaqing Liang, Kezun Zhang, Yanghua Xiao, Hanghang Tong, Haixun Wang, Wei Wang
2017 J jnl
Billion-Node Graph Challenges.
IEEE Data Eng. Bull.
Yanghua Xiao, Bin Shao
2017 — conf
CN-DBpedia: A Never-Ending Chinese Knowledge Extraction System.
IEA/AIE (2)
Bo Xu, Yong Xu, Jiaqing Liang, Chenhao Xie, Bin Liang, Wanyun Cui, Yanghua Xiao
2017 A* conf
Entity Suggestion with Conceptual Expanation.
IJCAI
Yi Zhang, Yanghua Xiao, Seung-won Hwang, Haixun Wang, X. Sean Wang, Wei Wang
2017 A* conf
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy.
AAAI
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang
2017 A* conf
How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source.
IJCAI
Jiaqing Liang, Sheng Zhang, Yanghua Xiao
2017 J jnl
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases.
Proc. VLDB Endow.
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang
2017 A* conf
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies.
AAAI
Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu
2017 J jnl
Probase+: Inferring Missing Links in Conceptual Taxonomies.
IEEE Trans. Knowl. Data Eng.
Jiaqing Liang, Yanghua Xiao, Haixun Wang, Yi Zhang, Wei Wang
2017 J jnl
Stylus: A Strongly-Typed Store for Serving Massive RDF Data.
Proc. VLDB Endow.
Liang He, Bin Shao, Yatao Li, Huanhuan Xia, Yanghua Xiao, Enhong Chen, Liang Chen
2017 J jnl
Verb Pattern: A Probabilistic Semantic Representation on Verbs.
CoRR
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang
2017 — conf
XMLValue: XML Configuration Attribute Value Recommendation.
COMPSAC (1)
Yiqi Lu, Jiaqing Liang, Yanghua Xiao, Sheng Huang, Deqing Yang, Wei Wang, Haibo Lin
2016 — conf
Cross-Lingual Type Inference.
DASFAA (1)
Bo Xu, Yi Zhang, Jiaqing Liang, Yanghua Xiao, Seung-won Hwang, Wei Wang
2016 J jnl
G-SQL: Fast Query Processing via Graph Exploration.
Proc. VLDB Endow.
Hongbin Ma, Bin Shao, Yanghua Xiao, Liang Jeff Chen, Haixun Wang
2016 A* conf
KBQA: An Online Template Based Question Answering System over Freebase.
IJCAI
Wanyun Cui, Yanghua Xiao, Wei Wang
2016 A* conf
Learning Defining Features for Categories.
IJCAI
Bo Xu, Chenhao Xie, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang
2016 A* conf
Syntactic Parsing of Web Queries.
EMNLP
Xiangyan Sun, Haixun Wang, Yanghua Xiao, Zhongyuan Wang
2016 A* conf
Verb Pattern: A Probabilistic Semantic Representation on Verbs.
AAAI
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang
2015 A conf
A Graph-based Recommendation across Heterogeneous Domains.
CIKM
Deqing Yang, Jingrui He, Huazheng Qin, Yanghua Xiao, Wei Wang
2015 A conf
An Inference Approach to Basic Level of Categorization.
CIKM
Zhongyuan Wang, Haixun Wang, Ji-Rong Wen, Yanghua Xiao
2015 — conf
An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling.
DASFAA (1)
Deqing Yang, Yanghua Xiao, Hanghang Tong, Junjun Zhang, Wei Wang
2015 — conf
Cross-Site Virtual Social Network Construction.
ICDM Workshops
Chenhao Xie, Deqing Yang, Jingrui He, Yanghua Xiao
2015 J jnl
Entity Suggestion by Example using a Conceptual Taxonomy.
CoRR
Yi Zhang, Yanghua Xiao, Seung-won Hwang, Haixun Wang, X. Sean Wang, Wei Wang
2015 J jnl
Long Concept Query on Conceptual Taxonomies.
CoRR
Yi Zhang, Yanghua Xiao, Seung-won Hwang, Wei Wang
2015 A* conf
On Conceptual Labeling of a Bag of Words.
IJCAI
Xiangyan Sun, Yanghua Xiao, Haixun Wang, Wei Wang
2015 — conf
Robust network construction against intentional attacks.
BigComp
Hui Wang, Wanyun Cui, Yanghua Xiao, Hanghang Tong
2015 A* conf
Semantic-Based Recommendation Across Heterogeneous Domains.
ICDM
Deqing Yang, Yanghua Xiao, Yangqiu Song, Wei Wang
2015 — conf
Shortest Path and Word Vector Based Relation Representation and Clustering.
WAIM
Xiaoping Wang, Yanghua Xiao, Wei Wang
2015 B conf
Towards Topic Following in Heterogeneous Information Networks.
ASONAM
Deqing Yang, Yanghua Xiao, Hanghang Tong, Wanyun Cui, Wei Wang
2015 — conf
Web Knowledge Base Improved OCR Correction for Chinese Business Cards.
WAIM
Xiaoping Wang, Yanghua Xiao, Wei Wang
2014 J jnl
Efficient processing of label-constraint reachability queries in large graphs.
Inf. Syst.
Lei Zou, Kun Xu, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao
2014 A* conf
How to partition a billion-node graph.
ICDE
Lu Wang, Yanghua Xiao, Bin Shao, Haixun Wang
2014 — conf
Local search of communities in large graphs.
SIGMOD Conference
Wanyun Cui, Yanghua Xiao, Haixun Wang, Wei Wang
2014 — ch.
Social Communication Network, Case Study.
Encyclopedia of Social Network Analysis and Mining
Bo Xu, Deqing Yang, Qi Liu, Yanghua Xiao
2014 — conf
Tag propagation based recommendation across diverse social media.
WWW (Companion Volume)
Deqing Yang, Yanghua Xiao, Yangqiu Song, Junjun Zhang, Kezun Zhang, Wei Wang
2014 J jnl
The Links Have It: Infobox Generation by Summarization over Linked Entities.
CoRR
Kezun Zhang, Yanghua Xiao, Hanghang Tong, Haixun Wang, Wei Wang
2014 A conf
WiiCluster: a Platform for Wikipedia Infobox Generation.
CIKM
Kezun Zhang, Yanghua Xiao, Hanghang Tong, Haixun Wang, Wei Wang
2013 — conf
Incremental Sensor Placement Optimization on Water Network.
ECML/PKDD (3)
Xiaomin Xu, Yiqi Lu, Sheng Huang, Yanghua Xiao, Wei Wang
2013 — conf
Online search of overlapping communities.
SIGMOD Conference
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yiqi Lu, Wei Wang
2013 J jnl
Toward a Distance Oracle for Billion-Node Graphs.
Proc. VLDB Endow.
Zichao Qi, Yanghua Xiao, Bin Shao, Haixun Wang
2012 A* conf
Branch Code: A Labeling Scheme for Efficient Query Answering on Trees.
ICDE
Yanghua Xiao, Ji Hong, Wanyun Cui, Zhenying He, Wei Wang, Guodong Feng
2012 A conf
Cloud Based Test Coverage Service.
ICWS
Sheng Huang, Xiaomin Xu, Yanghua Xiao, Wei Wang
2012 — conf
Managing and mining large graphs: systems and implementations.
SIGMOD Conference
Bin Shao, Haixun Wang, Yanghua Xiao
2012 A* conf
Mining application repository to recommend XML configuration snippets.
ICSE
Sheng Huang, Yiqi Lu, Yanghua Xiao, Wei Wang
2012 J jnl
Optimizing K
Comput. Math. Appl.
Quan Shi, Yanghua Xiao, Nik Bessis, Yiqi Lu, Yaoliang Chen, Richard Hill
2012 — conf
SCuV: a novel software clustering and visualization tool.
SPLASH
Xiaomin Xu, Sheng Huang, Yanghua Xiao, Wei Wang
2012 — conf
Which Topic Will You Follow?
ECML/PKDD (2)
Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang
2012 B conf
XMLSnippet: A Coding Assistant for XML Configuration Snippet Recommendation.
COMPSAC
Sheng Huang, Yanghua Xiao, Yiqi Lu, Wei Wang, Yu Wang
2011 — conf
A novel approach for alignments output storage problem facing clinical scenarios.
GENSiPS
Yiqi Lu, Yanghua Xiao, Yaoliang Chen, Danfeng Xu, Fuli Yu
2011 — conf
A novel approach to regression test selection for J2EE applications.
ICSM
Sheng Huang, Zhong Jie Li, Jun Zhu, Yanghua Xiao, Wei Wang
2011 A conf
Answering label-constraint reachability in large graphs.
CIKM
Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao
2011 B conf
Dynamic Anonymization for Marginal Publication.
SSDBM
Xianmang He, Yanghua Xiao, Yujia Li, Qing Wang, Wei Wang, Baile Shi
2011 — conf
Permutation Anonymization: Improving Anatomy for Privacy Preservation in Data Publication.
PAKDD Workshops
Xianmang He, Yanghua Xiao, Yujia Li, Qing Wang, Wei Wang, Baile Shi
2011 A conf
Regression Testing as a Service.
ICWS
Sheng Huang, Zhong Jie Li, Ying Liu, Jun Zhu, Yanghua Xiao, Wei Wang
2011 J jnl
Robustness of Complex Networks against Attacks Guided by Damage
CoRR
Hui Wang, Jinyuan Huang, Xiaomin Xu, Yanghua Xiao, Wei Wang
2011 — conf
Towards a Maturity Model for Networks of Practice: A Case of K2 Tree Optimization.
EIDWT
Quan Shi, Yanghua Xiao, Nik Bessis, Yiqi Lu, Yaoliang Chen, Richard Hill
2010 J jnl
Integrated analysis of mutations, miRNA and mRNA expression in glioblastoma.
BMC Syst. Biol.
Hua Dong, Li Luo, Shengjun Hong, Hoicheong Siu, Yanghua Xiao, Li Jin, Rui Chen, Momiao Xiong
2010 B conf
k-symmetry model for identity anonymization in social networks.
EDBT
Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He, Zhihui Wang
2009 B conf
Efficiently indexing shortest paths by exploiting symmetry in graphs.
EDBT
Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He
2009 J jnl
Symmetry in world trade network.
J. Syst. Sci. Complex.
Hui Wang, Guangle Yan, Yanghua Xiao
2008 B conf
Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination.
DASFAA
Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He
2008 J jnl
Structure-based graph distance measures of high degree of precision.
Pattern Recognit.
Yanghua Xiao, Hua Dong, Wentao Wu, Momiao Xiong, Wei Wang, Baile Shi
2007 J jnl
Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination
CoRR
Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He