PPaperPicks

Zhixu Li

36 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2355-288X ↗Homepage ↗

Venues

CIKM ×8ACL ×6WSDM ×6AAAI ×5EMNLP ×4ACM MM ×1ECAI ×1ECCV ×1ICDE ×1ICLR ×1SIGKDD ×1WWW ×1

Frequent coauthors

Yanghua Xiao
×18
Yuyan Chen
×8
Jiaan Wang
×7
Shisong Chen
×6
Jianfeng Qu
×6
An Liu
×5
Xiangru Zhu
×4
Jiaqing Liang
×4
Bei Yang
×3
Xiaoxiao Xu
×3
Lei Xia
×3
Yaoxian Song
×3

Papers

  1. Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training
    AAAI 2026 ·
    Yuanyi Xu
    ,
    Xiangru Zhu
    ,
    Sihang Jiang
    , Zhixu Li,
    Bei Yang
    ,
    Xiaoxiao Xu
    ,
    Yanghua Xiao
    ,
    Wei Wang
  2. AesX: Enhance Your Images with Stunning Aesthetic Beauty
    ACL 2026 ·
    Yuyan Chen
    ,
    Zhendong Hou
    ,
    Lei Xia
    ,
    Jiahao Li
    ,
    Zhuolin Ji
    , Zhixu Li
  3. Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents
    ACL 2026 ·
    Ying He
    ,
    Zhouhong Gu
    ,
    Zhecheng Hu
    ,
    Yubo Zhou
    ,
    Hao Shen
    ,
    Jiaqing Liang
    ,
    Zhaoqian Dai
    ,
    Ma Shuguang
    ,
    Fei Yu
    ,
    Yanghua Xiao
    , Zhixu Li
  4. Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking
    WSDM 2026 ·
    Shisong Chen
    ,
    Ziyu Zhou
    ,
    Yicong Zhao
    ,
    Chengyi Yang
    , Zhixu Li,
    Yanghua Xiao
    ,
    Xin Lin
    ,
    Xiaojun Meng
    ,
    Jiansheng Wei
    ,
    Kuien Liu
  5. Constructing Commonsense Knowledge Graph for Persona Consistency
    WSDM 2026 ·
    Lei Xia
    ,
    Yuyan Chen
    ,
    Xiangqin Chen
    ,
    Jixiang Fan
    ,
    Weinan Dai
    ,
    Xiaomei Li
    , Zhixu Li
  6. Large Language Model Judged Self-Training for Named Entity Recognition
    WSDM 2026 ·
    Shisong Chen
    ,
    Jiaan Wang
    ,
    Chengyi Yang
    ,
    Yanghua Xiao
    , Zhixu Li,
    Xin Lin
  7. Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free
    WWW 2026 ·
    Peng Liu
    ,
    Peng-Fei Zhang
    ,
    Jianfeng Qu
    ,
    Ximing Li
    , Zhixu Li,
    Pengpeng Zhao
  8. Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning
    AAAI 2025 ·
    Jiajie Chen
    ,
    Yu Sang
    ,
    Peng-Fei Zhang
    ,
    Jiaan Wang
    ,
    Jianfeng Qu
    , Zhixu Li
  9. Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
    ICLR 2025 ·
    Xiangru Zhu
    ,
    Penglei Sun
    ,
    Yaoxian Song
    ,
    Yanghua Xiao
    , Zhixu Li,
    Chengyu Wang
    ,
    Jun Huang
    ,
    Bei Yang
    ,
    Xiaoxiao Xu
  10. GPE: Global Position Embedding for Trajectory Similarity Computation
    SIGKDD 2025 ·
    Yuanjun Liu
    ,
    Guanfeng Liu
    ,
    Qingzhi Ma
    , Zhixu Li,
    Lei Zhao
    ,
    An Liu
  11. High-Context Empathy in Conversations for Large Language Models
    CIKM 2025 ·
    Yuyan Chen
    ,
    Lei Xia
    ,
    Jinghan Cao
    ,
    Zhendong Hou
    ,
    Weinan Dai
    , Zhixu Li
  12. KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation
    CIKM 2025 ·
    Mingyang Li
    ,
    Shisong Chen
    ,
    Shengkun Tu
    ,
    Ziyi Du
    ,
    Jinghao Zhang
    , Zhixu Li,
    Yanghua Xiao
  13. LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity
    CIKM 2025 ·
    Chunyan An
    ,
    Yuying Huang
    ,
    Qiang Yang
    ,
    Siyu Yuan
    , Zhixu Li
  14. MedTransTab: Advancing Medical Cross-Table Tabular Data Generation
    WSDM 2025 ·
    Yuyan Chen
    ,
    Qingpei Guo
    ,
    Shuangjie You
    , Zhixu Li
  15. MotiR: Motivation-aware Retrieval for Long-Tail Recommendation
    ACL 2025 ·
    Kaichen Zhao
    ,
    Mingming Li
    ,
    Haiquan Zhao
    ,
    Kuien Liu
    , Zhixu Li,
    Xueying Li
  16. Neo-TKGC: Enhancing Temporal Knowledge Graph Completion with Integrated Node Weights and Future Information
    WSDM 2025 ·
    Zihan Qiu
    ,
    Xiaoling Zhou
    ,
    Chunyan An
    ,
    Qiang Yang
    , Zhixu Li
  17. ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation
    CIKM 2025 ·
    Yicong Zhao
    ,
    Shisong Chen
    ,
    Jiacheng Zhang
    , Zhixu Li
  18. SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration
    AAAI 2025 ·
    Jipeng Cen
    ,
    Jiaxin Liu
    , Zhixu Li,
    Jingjing Wang
  19. A Coarse-to-Fine Framework for Entity-Relation Joint Extraction
    ICDE 2024 ·
    Mingchen Zhang
    ,
    Jiaan Wang
    ,
    Jianfeng Qu
    , Zhixu Li,
    An Liu
    ,
    Lei Zhao
    ,
    Zhigang Chen
    ,
    Xiaofang Zhou
  20. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
    EMNLP 2024 ·
    Wenhao Huang
    ,
    Zhouhong Gu
    ,
    Chenghao Peng
    ,
    Jiaqing Liang
    , Zhixu Li,
    Yanghua Xiao
    ,
    Liqian Wen
    ,
    Zulong Chen
  21. CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
    EMNLP 2024 ·
    Zhiwei Zha
    ,
    Xiangru Zhu
    ,
    Yuanyi Xu
    ,
    Chenghua Huang
    ,
    Jingping Liu
    , Zhixu Li,
    Xuwu Wang
    ,
    Yanghua Xiao
    ,
    Bei Yang
    ,
    Xiaoxiao Xu
  22. ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
    EMNLP 2024 ·
    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
  23. Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration
    ECAI 2024 ·
    Jin Zhao
    ,
    Jian Xie
    ,
    Tinghui Zhu
    ,
    Qian Guo
    , Zhixu Li,
    Yanghua Xiao
  24. GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization
    ACL 2024 ·
    Chenghua Huang
    ,
    Shisong Chen
    , Zhixu Li,
    Jianfeng Qu
    ,
    Yanghua Xiao
    ,
    Jiaxin Liu
    ,
    Zhigang Chen
  25. HOTVCOM: Generating Buzzworthy Comments for Videos
    ACL 2024 ·
    Yuyan Chen
    ,
    Songzhou Yan
    ,
    Qingpei Guo
    ,
    Jiyuan Jia
    , Zhixu Li,
    Yanghua Xiao
  26. Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning
    AAAI 2024 ·
    Jiaan Wang
    ,
    Jianfeng Qu
    ,
    Kexin Wang
    , Zhixu Li,
    Wen Hua
    ,
    Ximing Li
    ,
    An Liu
  27. Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
    EMNLP 2024 ·
    Wenhao Huang
    ,
    Qianyu He
    , Zhixu Li,
    Jiaqing Liang
    ,
    Yanghua Xiao
  28. KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services
    CIKM 2024 ·
    Yuanjun Liu
    ,
    Guanfeng Liu
    ,
    Qingzhi Ma
    , Zhixu Li,
    Shiting Wen
    ,
    Lei Zhao
    ,
    An Liu
  29. M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base
    CIKM 2024 ·
    Zhiwei Zha
    ,
    Jiaan Wang
    , Zhixu Li,
    Xiangru Zhu
    ,
    Wei Song
    ,
    Yanghua Xiao
  30. Multi-task Domain Adaptation for Language Grounding with 3D Objects
    ECCV 2024 ·
    Penglei Sun
    ,
    Yaoxian Song
    ,
    Xinglin Pan
    ,
    Peijie Dong
    ,
    Xiaofei Yang
    ,
    Qiang Wang
    , Zhixu Li,
    Tiefeng Li
    ,
    Xiaowen Chu
  31. MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning
    ACL 2024 ·
    Tingyi Zhang
    ,
    Jiaan Wang
    , Zhixu Li,
    Jianfeng Qu
    ,
    An Liu
    ,
    Zhigang Chen
    ,
    Hongping Zhi
  32. Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources
    CIKM 2024 ·
    Yipei Xu
    ,
    Dakuan Lu
    ,
    Jiaqing Liang
    ,
    Jin Zhao
    ,
    Xintao Wang
    ,
    Hengkui Wu
    ,
    Ken Chen
    ,
    Liujiang Liu
    ,
    Yingsi Xin
    ,
    Xuepeng Liu
    ,
    Yanghua Xiao
    , Zhixu Li
  33. Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
    AAAI 2024 ·
    Yuyan Chen
    ,
    Yichen Yuan
    ,
    Panjun Liu
    ,
    Dayiheng Liu
    ,
    Qinghao Guan
    ,
    Mengfei Guo
    ,
    Haiming Peng
    ,
    Bang Liu
    , Zhixu Li,
    Yanghua Xiao
  34. TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models
    WSDM 2024 ·
    Yuyan Chen
    ,
    Jin Zhao
    ,
    Zhihao Wen
    , Zhixu Li,
    Yanghua Xiao
  35. Towards Coarse-grained Visual Language Navigation Task Planning Enhanced by Event Knowledge Graph
    CIKM 2024 ·
    Kaichen Zhao
    ,
    Yaoxian Song
    ,
    Haiquan Zhao
    ,
    Haoyu Liu
    ,
    Tiefeng Li
    , Zhixu Li
  36. XMeCap: Meme Caption Generation with Sub-Image Adaptability
    ACM MM 2024 ·
    Yuyan Chen
    ,
    Songzhou Yan
    ,
    Zhihong Zhu
    , Zhixu Li,
    Yanghua Xiao