PPaperPicks

Qi Liu

University of Science and Technology of China, School of Artifical Intelligence and Data Science, State Key Laboratory of Cognitive Intelligence, Hefei, China

106 papers at tracked venues · 76 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6956-5550 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×14AAAI ×13NeurIPS ×13WWW ×12EMNLP ×9WSDM ×9ICML ×8CIKM ×7ICLR ×5SIGIR ×5IJCAI ×3SIGKDD ×3ACM MM ×2ECML-PKDD ×1ICDE ×1SDM ×1

Frequent coauthors

Zhenya Huang
×36
Enhong Chen
×28
Weibo Gao
×22
Zheng Zhang
×20
Kai Zhang
×20
Rui Li
×18
Mingyue Cheng
×17
Shijin Wang
×15
Linan Yue
×14
Fangzhou Yao
×12
Yan Zhuang
×9
Linbo Zhu
×9

Papers

  1. Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?
    WWW 2026 ·
    Qingchuan Li
    ,
    Jiatong Li
    ,
    Zirui Liu
    ,
    Mingyue Cheng
    ,
    Yitong Zhou
    ,
    Yuting Zeng
    , Qi Liu,
    Tongxuan Liu
  2. Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
    WSDM 2026 ·
    Mingyue Cheng
    ,
    Jiahao Wang
    ,
    Daoyu Wang
    ,
    Xiaoyu Tao
    , Qi Liu,
    Enhong Chen
  3. Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees
    ACL 2026 ·
    Zheng Zhang
    , Qi Liu,
    Siyuan Liang
    ,
    Ning Li
    ,
    Zirui Hu
    ,
    Weibo Gao
    ,
    Rui Li
    ,
    Zhenya Huang
    ,
    Leszek Rutkowski
    ,
    Baosheng Yu
    ,
    Dacheng Tao
  4. Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning
    AAAI 2026 ·
    Fangzhou Yao
    ,
    Sheng Chang
    ,
    Weibo Gao
    , Qi Liu
  5. DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors
    AAAI 2026 ·
    Zhuoxing Wei
    ,
    Qingchen Xie
    , Qi Liu,
    Jingsong Yu
  6. Eval-RAR: Evaluation-Driven Retrieval-Augmented Reasoning via Reinforcement Learning
    ACL 2026 ·
    Heng Yu
    ,
    Rui Li
    , Qi Liu,
    Wenjun Feng
    ,
    Junfeng Kang
    ,
    Yi Zhan
  7. From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs
    AAAI 2026 ·
    Yuxiang Guo
    ,
    Yan Zhuang
    , Qi Liu,
    Zhenya Huang
    ,
    Xianquan Wang
    ,
    Liyang He
    ,
    Jiatong Li
    ,
    Rui Li
    ,
    Shijin Wang
  8. Good Ranks Follow Good Answers: Unsupervised Answer-Driven Reranking for Multimodal Document QA
    SIGIR 2026 ·
    Keyu Zhu
    ,
    Shuanghong Shen
    ,
    Xianquan Wang
    ,
    Kai Zhang
    ,
    Shijin Wang
    , Qi Liu,
    Zhenya Huang
  9. LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring
    ACL 2026 ·
    Ning Li
    ,
    Zheng Zhang
    ,
    Zhenya Huang
    ,
    Rui Li
    ,
    Yi Zhan
    ,
    Yinbo Luo
    , Qi Liu,
    Enhong Chen
  10. Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning
    AAAI 2026 ·
    Shuochen Liu
    ,
    Pengfei Luo
    ,
    Chao Zhang
    ,
    Yuhao Chen
    ,
    Haotian Zhang
    , Qi Liu,
    Xin Kou
    ,
    Tong Xu
    ,
    Enhong Chen
  11. MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
    WWW 2026 ·
    Shuo Yu
    ,
    Mingyue Cheng
    ,
    Daoyu Wang
    , Qi Liu,
    Zirui Liu
    ,
    Ze Guo
    ,
    Xiaoyu Tao
  12. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM Assignment
    ACL 2026 ·
    Huixing Que
    , Qi Liu,
    Weibo Gao
    ,
    Zhenya Huang
  13. Swen: A Cross-Platform Desktop Assistant for Instant and Personalized Large-Language-Model Interaction
    WWW 2026 ·
    Wenjun Feng
    ,
    Rui Li
    ,
    Zheng Zhang
    ,
    Zhenya Huang
    , Qi Liu
  14. TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning
    WSDM 2026 ·
    Chuang Jiang
    ,
    Mingyue Cheng
    ,
    Xiaoyu Tao
    ,
    Qingyang Mao
    ,
    Jie Ouyang
    , Qi Liu
  15. Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
    AAAI 2026 ·
    Shengyu Ye
    , Qi Liu,
    Hao Jiang
    ,
    Zheng Zhang
    ,
    Heng Yu
    ,
    Zhenya Huang
  16. TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
    WSDM 2026 ·
    Mingyue Cheng
    ,
    Xiaoyu Tao
    ,
    Zhiding Liu
    , Qi Liu,
    Hao Zhang
    ,
    Rujiao Zhang
    ,
    Enhong Chen
  17. A Closed-Form Solution for Fast and Reliable Adaptive Testing
    NeurIPS 2025 ·
    Yan Zhuang
    ,
    Chenye Ke
    ,
    Zirui Liu
    , Qi Liu,
    Yuting Ning
    ,
    Zhenya Huang
    ,
    Weizhe Huang
    ,
    Qingyang Mao
    ,
    Shijin Wang
  18. AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
    ACL 2025 · Qi Liu,
    Jingqing Ruan
    ,
    Hao Li
    ,
    Haodong Zhao
    ,
    Desheng Wang
    ,
    Jiansong Chen
    ,
    Guanglu Wan
    ,
    Xunliang Cai
    ,
    Zhi Zheng
    ,
    Tong Xu
  19. Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems
    AAAI 2025 ·
    Weibo Gao
    , Qi Liu,
    Linan Yue
    ,
    Fangzhou Yao
    ,
    Rui Lv
    ,
    Zheng Zhang
    ,
    Hao Wang
    ,
    Zhenya Huang
  20. BoxCD: Leveraging Contrastive Probabilistic Box Embedding for Effective and Efficient Learner Modeling
    WWW 2025 ·
    Weibo Gao
    , Qi Liu,
    Linan Yue
    ,
    Fangzhou Yao
    ,
    Zhenya Huang
    ,
    Zheng Zhang
    ,
    Rui Lv
  21. CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval
    ACL 2025 ·
    Heng Yu
    ,
    Junfeng Kang
    ,
    Rui Li
    , Qi Liu,
    Liyang He
    ,
    Zhenya Huang
    ,
    Shuanghong Shen
    ,
    Junyu Lu
  22. CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
    ICML 2025 ·
    Yu Yuan
    ,
    Shizhao Sun
    , Qi Liu,
    Jiang Bian
  23. CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework
    ACM MM 2025 ·
    Wentao Wu
    ,
    Xiao Wang
    ,
    Chenglong Li
    ,
    Bo Jiang
    ,
    Jin Tang
    ,
    Bin Luo
    , Qi Liu
  24. CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models
    IJCAI 2025 ·
    Yi Zhan
    , Qi Liu,
    Weibo Gao
    ,
    Zheng Zhang
    ,
    Tianfu Wang
    ,
    Shuanghong Shen
    ,
    Junyu Lu
    ,
    Zhenya Huang
  25. CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
    ICML 2025 ·
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Wei Dai
    ,
    Cheng Cheng
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Song Li
    , Qi Liu,
    Shijin Wang
    ,
    Enhong Chen
  26. ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis
    WWW 2025 ·
    Mingyue Cheng
    ,
    Jiqian Yang
    ,
    Tingyue Pan
    , Qi Liu,
    Zhi Li
    ,
    Shijin Wang
  27. Cross-Domain Pre-training with Language Models for Transferable Time Series Representations
    WSDM 2025 ·
    Mingyue Cheng
    ,
    Xiaoyu Tao
    , Qi Liu,
    Hao Zhang
    ,
    Yiheng Chen
    ,
    Defu Lian
  28. CursorCore: Assist Programming through Aligning Anything
    ICML 2025 ·
    Hao Jiang
    , Qi Liu,
    Rui Li
    ,
    Shengyu Ye
    ,
    Shijin Wang
  29. Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction
    SIGIR 2025 ·
    Zhuoxing Wei
    , Qi Liu,
    Qingchen Xie
  30. Denoising Programming Knowledge Tracing with a Code Graph-based Tuning Adaptor
    SIGKDD 2025 ·
    Weibo Gao
    , Qi Liu,
    Rui Li
    ,
    Yuze Zhao
    ,
    Hao Wang
    ,
    Linan Yue
    ,
    Fangzhou Yao
    ,
    Zheng Zhang
  31. DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models
    WSDM 2025 ·
    Wuchao Li
    ,
    Rui Huang
    ,
    Haijun Zhao
    ,
    Chi Liu
    ,
    Kai Zheng
    , Qi Liu,
    Na Mou
    ,
    Guorui Zhou
    ,
    Defu Lian
    ,
    Yang Song
    ,
    Wentian Bao
    ,
    Enyun Yu
    ,
    Wenwu Ou
  32. Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship
    AAAI 2025 ·
    Junfeng Kang
    ,
    Rui Li
    , Qi Liu,
    Zhenya Huang
    ,
    Zheng Zhang
    ,
    Yanjiang Chen
    ,
    Linbo Zhu
    ,
    Yu Su
  33. Empowering Federated Graph Rationale Learning with Latent Environments
    WWW 2025 ·
    Linan Yue
    , Qi Liu,
    Yawen Li
    ,
    Fangzhou Yao
    ,
    Weibo Gao
    ,
    Junping Du
  34. Enhancing Code Search Intent with Programming Context Exploration
    WSDM 2025 ·
    Yanmin Dong
    ,
    Zhenya Huang
    ,
    Zheng Zhang
    ,
    Guanhao Zhao
    ,
    Likang Wu
    ,
    Hongke Zhao
    ,
    Binbin Jin
    , Qi Liu
  35. Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
    ICLR 2025 ·
    Lili Zhao
    ,
    Yang Wang
    , Qi Liu,
    Mengyun Wang
    ,
    Wei Chen
    ,
    Zhichao Sheng
    ,
    Shijin Wang
  36. GenAL: Generative Agent for Adaptive Learning
    AAAI 2025 ·
    Rui Lv
    , Qi Liu,
    Weibo Gao
    ,
    Haotian Zhang
    ,
    Junyu Lu
    ,
    Linbo Zhu
  37. GraphPrompter: Multi-Stage Adaptive Prompt Optimization for Graph In-Context Learning
    ICDE 2025 ·
    Rui Lv
    ,
    Zaixi Zhang
    ,
    Kai Zhang
    , Qi Liu,
    Weibo Gao
    ,
    Jiawei Liu
    ,
    Jiaxia Yan
    ,
    Linan Yue
    ,
    Fangzhou Yao
  38. HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
    ACL 2025 ·
    Jie Ouyang
    ,
    Tingyue Pan
    ,
    Mingyue Cheng
    ,
    Ruiran Yan
    ,
    Yucong Luo
    ,
    Jiaying Lin
    , Qi Liu
  39. Improving Time Series Forecasting via Instance-aware Post-hoc Revision
    NeurIPS 2025 ·
    Zhiding Liu
    ,
    Mingyue Cheng
    ,
    Guanhao Zhao
    ,
    Jiqian Yang
    , Qi Liu,
    Enhong Chen
  40. InstrucTime: Advancing Time Series Classification with Multimodal Language Modeling
    WSDM 2025 ·
    Mingyue Cheng
    ,
    Yiheng Chen
    , Qi Liu,
    Zhiding Liu
    ,
    Yucong Luo
    ,
    Enhong Chen
  41. Intelligent Interaction Platform for Personalized Digital Tutor: Advancing Empathetic and Adaptive Learning Experiences
    WWW 2025 ·
    Kai Zhang
    ,
    Weiyin Gong
    , Qi Liu,
    Junyu Lu
    ,
    Meikai Bao
    ,
    Xukai Liu
    ,
    Linbo Zhu
    ,
    Enhong Chen
  42. MGS3: A Multi-Granularity Self-Supervised Code Search Framework
    SIGKDD 2025 ·
    Rui Li
    ,
    Junfeng Kang
    , Qi Liu,
    Liyang He
    ,
    Zheng Zhang
    ,
    Yunhao Sha
    ,
    Linbo Zhu
    ,
    Zhenya Huang
  43. Making Transformer Decoders Better Differentiable Indexers
    ICLR 2025 ·
    Wuchao Li
    ,
    Kai Zheng
    ,
    Defu Lian
    , Qi Liu,
    Wentian Bao
    ,
    Yunen Yu
    ,
    Yang Song
    ,
    Han Li
    ,
    Kun Gai
  44. MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality
    ACL 2025 ·
    Shuaike Li
    ,
    Kai Zhang
    , Qi Liu,
    Enhong Chen
  45. Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
    CIKM 2025 ·
    Shuo Yu
    ,
    Mingyue Cheng
    , Qi Liu,
    Daoyu Wang
    ,
    Jiqian Yang
    ,
    Jie Ouyang
    ,
    Yucong Luo
    ,
    Chenyi Lei
    ,
    Enhong Chen
  46. PQR: Improving Dense Retrieval via Potential Query Modeling
    ACL 2025 ·
    Junfeng Kang
    ,
    Rui Li
    , Qi Liu,
    Yanjiang Chen
    ,
    Zheng Zhang
    ,
    Junzhe Jiang
    ,
    Heng Yu
    ,
    Yu Su
  47. Personalized Visual Content Generation in Conversational Systems
    NeurIPS 2025 ·
    Xianquan Wang
    ,
    Zhaocheng Du
    ,
    Huibo Xu
    ,
    Shukang Yin
    ,
    Yupeng Han
    ,
    Jieming Zhu
    ,
    Kai Zhang
    , Qi Liu
  48. Position: AI Evaluation Should Learn from How We Test Humans
    ICML 2025 ·
    Yan Zhuang
    , Qi Liu,
    Zachary A. Pardos
    ,
    Patrick C. Kyllonen
    ,
    Jiyun Zu
    ,
    Zhenya Huang
    ,
    Shijin Wang
    ,
    Enhong Chen
  49. ProCC: Programmatic Reinforcement Learning for Efficient and Transparent TCP Congestion Control
    WSDM 2025 ·
    Yin Gu
    ,
    Kai Zhang
    , Qi Liu,
    Runlong Yu
    ,
    Xin Lin
    ,
    Xinjie Sun
  50. ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning
    EMNLP 2025 ·
    Rui Lv
    , Qi Liu,
    Weibo Gao
    ,
    Jiatong Li
    ,
    Kai Zhang
    ,
    Shiwei Tong
  51. RecFlow: An Industrial Full Flow Recommendation Dataset
    ICLR 2025 · Qi Liu,
    Kai Zheng
    ,
    Rui Huang
    ,
    Wuchao Li
    ,
    Kuo Cai
    ,
    Yuan Chai
    ,
    Yanan Niu
    ,
    Yiqun Hui
    ,
    Bing Han
    ,
    Na Mou
    ,
    Hongning Wang
    ,
    Wentian Bao
    ,
    Yunen Yu
    ,
    Guorui Zhou
    ,
    Han Li
    ,
    Yang Song
    ,
    Defu Lian
    ,
    Kun Gai
  52. SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
    NeurIPS 2025 ·
    Zenan Ying
    ,
    Zhi Zheng
    ,
    Huijun Hou
    ,
    Tong Xu
    , Qi Liu,
    Jinke Wang
    ,
    Wei Chen
  53. Stepwise Reasoning Disruption Attack of LLMs
    ACL 2025 ·
    Jingyu Peng
    ,
    Maolin Wang
    ,
    Xiangyu Zhao
    ,
    Kai Zhang
    ,
    Wanyu Wang
    ,
    Pengyue Jia
    ,
    Qidong Liu
    ,
    Ruocheng Guo
    , Qi Liu
  54. TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models
    CIKM 2025 ·
    Jiahao Wang
    ,
    Mingyue Cheng
    ,
    Qingyang Mao
    ,
    Yitong Zhou
    ,
    Daoyu Wang
    , Qi Liu,
    Feiyang Xu
    ,
    Xin Li
  55. TestAgent: An Adaptive and Intelligent Expert for Human Assessment
    ACL 2025 ·
    Junhao Yu
    ,
    Yan Zhuang
    ,
    Yuxuan Sun
    ,
    Weibo Gao
    , Qi Liu,
    Mingyue Cheng
    ,
    Zhenya Huang
    ,
    Enhong Chen
  56. Think and Recall: Layer-Level Prompting for Lifelong Model Editing
    EMNLP 2025 ·
    Jinke Wang
    ,
    Zenan Ying
    , Qi Liu,
    Wei Chen
    ,
    Tong Xu
    ,
    Huijun Hou
    ,
    Zhi Zheng
  57. TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
    ICML 2025 ·
    Daoyu Wang
    ,
    Mingyue Cheng
    ,
    Zhiding Liu
    , Qi Liu
  58. UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation
    ACL 2025 ·
    Rui Li
    ,
    Liyang He
    , Qi Liu,
    Zheng Zhang
    ,
    Heng Yu
    ,
    Yuyang Ye
    ,
    Linbo Zhu
    ,
    Yu Su
  59. Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
    ICLR 2025 ·
    Yuze Zhao
    ,
    Tianyun Ji
    ,
    Wenjun Feng
    ,
    Zhenya Huang
    , Qi Liu,
    Zhiding Liu
    ,
    Yixiao Ma
    ,
    Kai Zhang
    ,
    Enhong Chen
  60. VERSE: Verification-based Self-Play for Code Instructions
    AAAI 2025 ·
    Hao Jiang
    , Qi Liu,
    Rui Li
    ,
    Yuze Zhao
    ,
    Yixiao Ma
    ,
    Shengyu Ye
    ,
    Junyu Lu
    ,
    Yu Su
  61. WDMIR: Wavelet-Driven Multimodal Intent Recognition
    IJCAI 2025 ·
    Weiyin Gong
    ,
    Kai Zhang
    ,
    Yanghai Zhang
    , Qi Liu,
    Xinjie Sun
    ,
    Junyu Lu
    ,
    Linbo Zhu
  62. am-ELO: A Stable Framework for Arena-based LLM Evaluation
    ICML 2025 ·
    Zirui Liu
    ,
    Jiatong Li
    ,
    Yan Zhuang
    , Qi Liu,
    Shuanghong Shen
    ,
    Jie Ouyang
    ,
    Mingyue Cheng
    ,
    Shijin Wang
  63. A Unified Adaptive Testing System Enabled by Hierarchical Structure Search
    ICML 2024 ·
    Junhao Yu
    ,
    Yan Zhuang
    ,
    Zhenya Huang
    , Qi Liu,
    Xin Li
    ,
    Rui Li
    ,
    Enhong Chen
  64. AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction
    AAAI 2024 · Qi Liu,
    Xuyang Hou
    ,
    Defu Lian
    ,
    Zhe Wang
    ,
    Haoran Jin
    ,
    Jia Cheng
    ,
    Jun Lei
  65. AdaRD: An Adaptive Response Denoising Framework for Robust Learner Modeling
    SIGKDD 2024 ·
    Fangzhou Yao
    , Qi Liu,
    Linan Yue
    ,
    Weibo Gao
    ,
    Jiatong Li
    ,
    Xin Li
    ,
    Yuanjing He
  66. COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks
    SIGIR 2024 ·
    Lili Zhao
    , Qi Liu,
    Linan Yue
    ,
    Wei Chen
    ,
    Liyi Chen
    ,
    Ruijun Sun
    ,
    Chao Song
  67. CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework
    AAAI 2024 ·
    Rui Li
    ,
    Liyang He
    , Qi Liu,
    Yuze Zhao
    ,
    Zheng Zhang
    ,
    Zhenya Huang
    ,
    Yu Su
    ,
    Shijin Wang
  68. Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
    NeurIPS 2024 ·
    Weibo Gao
    , Qi Liu,
    Linan Yue
    ,
    Fangzhou Yao
    ,
    Hao Wang
    ,
    Yin Gu
    ,
    Zheng Zhang
  69. Computerized Adaptive Testing via Collaborative Ranking
    NeurIPS 2024 ·
    Zirui Liu
    ,
    Yan Zhuang
    , Qi Liu,
    Jiatong Li
    ,
    Yuren Zhang
    ,
    Zhenya Huang
    ,
    Jinze Wu
    ,
    Shijin Wang
  70. Cooperative Classification and Rationalization for Graph Generalization
    WWW 2024 ·
    Linan Yue
    , Qi Liu,
    Ye Liu
    ,
    Weibo Gao
    ,
    Fangzhou Yao
    ,
    Wenfeng Li
  71. Cross-reconstructed Augmentation for Dual-target Cross-domain Recommendation
    SIGIR 2024 ·
    Qingyang Mao
    , Qi Liu,
    Zhi Li
    ,
    Likang Wu
    ,
    Bing Lv
    ,
    Zheng Zhang
  72. Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
    NeurIPS 2024 ·
    Shangzi Xue
    ,
    Zhenya Huang
    ,
    Jiayu Liu
    ,
    Xin Lin
    ,
    Yuting Ning
    ,
    Binbin Jin
    ,
    Xin Li
    , Qi Liu
  73. DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking
    NeurIPS 2024 ·
    Jiaxian Yan
    ,
    Zaixi Zhang
    ,
    Jintao Zhu
    ,
    Kai Zhang
    ,
    Jianfeng Pei
    , Qi Liu
  74. Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models
    EMNLP 2024 ·
    Yu Yuan
    ,
    Lili Zhao
    ,
    Kai Zhang
    ,
    Guangting Zheng
    , Qi Liu
  75. Dynamic Multi-granularity Attribution Network for Aspect-based Sentiment Analysis
    EMNLP 2024 ·
    Yanjiang Chen
    ,
    Kai Zhang
    ,
    Feng Hu
    ,
    Xianquan Wang
    ,
    Ruikang Li
    , Qi Liu
  76. Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling
    WWW 2024 ·
    Zheng Zhang
    , Qi Liu,
    Zirui Hu
    ,
    Yi Zhan
    ,
    Zhenya Huang
    ,
    Weibo Gao
    ,
    Qingyang Mao
  77. Enhancing the Completeness of Rationales for Multi-Step Question Answering
    CIKM 2024 ·
    Shangzi Xue
    ,
    Zhenya Huang
    ,
    Xin Lin
    ,
    Jiayu Liu
    ,
    Longhu Qin
    ,
    Tianhuang Su
    ,
    Haifeng Liu
    , Qi Liu
  78. Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models
    SIGIR 2024 ·
    Linan Yue
    , Qi Liu,
    Lili Zhao
    ,
    Li Wang
    ,
    Weibo Gao
    ,
    Yanqing An
  79. Federated Self-Explaining GNNs with Anti-shortcut Augmentations
    ICML 2024 ·
    Linan Yue
    , Qi Liu,
    Weibo Gao
    ,
    Ye Liu
    ,
    Kai Zhang
    ,
    Yichao Du
    ,
    Li Wang
    ,
    Fangzhou Yao
  80. FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
    NeurIPS 2024 ·
    Zaixi Zhang
    ,
    Mengdi Wang
    , Qi Liu
  81. GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas
    WSDM 2024 ·
    Zhe Yang
    , Qi Liu,
    Kai Zhang
    ,
    Shiwei Tong
    ,
    Enhong Chen
  82. Generalized Protein Pocket Generation with Prior-Informed Flow Matching
    NeurIPS 2024 ·
    Zaixi Zhang
    ,
    Marinka Zitnik
    , Qi Liu
  83. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding
    EMNLP 2024 ·
    Ziqi Wang
    ,
    Chen Zhu
    ,
    Zhi Zheng
    ,
    Xinhang Li
    ,
    Tong Xu
    ,
    Yongyi He
    , Qi Liu,
    Ying Yu
    ,
    Enhong Chen
  84. Graph-based Student Knowledge Profile for Online Intelligent Education
    SDM 2024 ·
    Jinze Wu
    ,
    Haotian Zhang
    ,
    Zhenya Huang
    ,
    Liang Ding
    , Qi Liu,
    Jing Sha
    ,
    Enhong Chen
    ,
    Shijin Wang
  85. HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis
    CIKM 2024 ·
    Dongxuan Han
    , Qi Liu,
    Siqi Lei
    ,
    Shiwei Tong
    ,
    Wei Huang
  86. I-AM-G: Interest Augmented Multimodal Generator for Item Personalization
    EMNLP 2024 ·
    Xianquan Wang
    ,
    Likang Wu
    ,
    Shukang Yin
    ,
    Zhi Li
    ,
    Yanjiang Chen
    ,
    Hufeng Hufeng
    ,
    Yu Su
    , Qi Liu
  87. Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information
    CIKM 2024 ·
    Rujiao Zhang
    ,
    Hao Zhang
    ,
    Yucong Luo
    ,
    Zhiding Liu
    ,
    Mingyue Cheng
    , Qi Liu,
    Enhong Chen
  88. Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization
    ACL 2024 ·
    Yanghai Zhang
    ,
    Ye Liu
    ,
    Shiwei Wu
    ,
    Kai Zhang
    ,
    Xukai Liu
    , Qi Liu,
    Enhong Chen
  89. Making LLMs as Fine-Grained Relation Extraction Data Augmentor
    IJCAI 2024 ·
    Yifan Zheng
    ,
    Wenjun Ke
    , Qi Liu,
    Yuting Yang
    ,
    Ruizhuo Zhao
    ,
    Dacheng Feng
    ,
    Jianwei Zhang
    ,
    Zhi Fang
  90. Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach
    CIKM 2024 ·
    Yuxiang Guo
    ,
    Shuanghong Shen
    , Qi Liu,
    Zhenya Huang
    ,
    Linbo Zhu
    ,
    Yu Su
    ,
    Enhong Chen
  91. One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network
    ACM MM 2024 ·
    Liyang He
    ,
    Zhenya Huang
    ,
    Chenglong Liu
    ,
    Rui Li
    ,
    Runze Wu
    , Qi Liu,
    Enhong Chen
  92. OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting
    EMNLP 2024 ·
    Xukai Liu
    ,
    Ye Liu
    ,
    Kai Zhang
    ,
    Kehang Wang
    , Qi Liu,
    Enhong Chen
  93. Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models
    EMNLP 2024 ·
    Rui Li
    , Qi Liu,
    Liyang He
    ,
    Zheng Zhang
    ,
    Hao Zhang
    ,
    Shengyu Ye
    ,
    Junyu Lu
    ,
    Zhenya Huang
  94. PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
    NeurIPS 2024 ·
    Jiatong Li
    ,
    Renjun Hu
    ,
    Kunzhe Huang
    ,
    Yan Zhuang
    , Qi Liu,
    Mengxiao Zhu
    ,
    Xing Shi
    ,
    Wei Lin
  95. RePair: Automated Program Repair with Process-based Feedback
    ACL 2024 ·
    Yuze Zhao
    ,
    Zhenya Huang
    ,
    Yixiao Ma
    ,
    Rui Li
    ,
    Kai Zhang
    ,
    Hao Jiang
    , Qi Liu,
    Linbo Zhu
    ,
    Yu Su
  96. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
    NeurIPS 2024 ·
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Tong Xiao
    ,
    Jing Sha
    ,
    Jinze Wu
    , Qi Liu,
    Shijin Wang
    ,
    Enhong Chen
  97. Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
    NeurIPS 2024 ·
    Zheng Zhang
    ,
    Wei Song
    , Qi Liu,
    Qingyang Mao
    ,
    Yiyan Wang
    ,
    Weibo Gao
    ,
    Zhenya Huang
    ,
    Shijin Wang
    ,
    Enhong Chen
  98. Towards Explainable Computerized Adaptive Testing with Large Language Model
    EMNLP 2024 ·
    Cheng Cheng
    ,
    Guanhao Zhao
    ,
    Zhenya Huang
    ,
    Yan Zhuang
    ,
    Zhaoyuan Pan
    , Qi Liu,
    Xin Li
    ,
    Enhong Chen
  99. Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery
    ICLR 2024 ·
    Linan Yue
    , Qi Liu,
    Yichao Du
    ,
    Li Wang
    ,
    Weibo Gao
    ,
    Yanqing An
  100. Towards Few-Shot Self-explaining Graph Neural Networks
    ECML-PKDD 2024 ·
    Jingyu Peng
    , Qi Liu,
    Linan Yue
    ,
    Zaixi Zhang
    ,
    Kai Zhang
    ,
    Yunhao Sha
  101. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 ·
    Mingyue Cheng
    ,
    Hao Zhang
    ,
    Jiqian Yang
    , Qi Liu,
    Li Li
    ,
    Xin Huang
    ,
    Liwei Song
    ,
    Zhi Li
    ,
    Zhenya Huang
    ,
    Enhong Chen
  102. Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
    WWW 2024 ·
    Jiatong Li
    , Qi Liu,
    Fei Wang
    ,
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Fangzhou Yao
    ,
    Linbo Zhu
    ,
    Yu Su
  103. UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models
    CIKM 2024 · Qi Liu,
    Yongyi He
    ,
    Tong Xu
    ,
    Defu Lian
    ,
    Che Liu
    ,
    Zhi Zheng
    ,
    Enhong Chen
  104. Unified Uncertainty Estimation for Cognitive Diagnosis Models
    WWW 2024 ·
    Fei Wang
    , Qi Liu,
    Enhong Chen
    ,
    Chuanren Liu
    ,
    Zhenya Huang
    ,
    Jinze Wu
    ,
    Shijin Wang
  105. Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives
    AAAI 2024 ·
    Weibo Gao
    , Qi Liu,
    Hao Wang
    ,
    Linan Yue
    ,
    Haoyang Bi
    ,
    Yin Gu
    ,
    Fangzhou Yao
    ,
    Zheng Zhang
    ,
    Xin Li
    ,
    Yuanjing He
  106. π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control
    AAAI 2024 ·
    Yin Gu
    ,
    Kai Zhang
    , Qi Liu,
    Weibo Gao
    ,
    Longfei Li
    ,
    Jun Zhou