PPaperPicks

Liang He

East China Normal University, Department of Computer Science and Technology, Shanghai Key Laboratory of Multidimensional Information Processing, China

40 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4723-5486 ↗Homepage ↗

Venues

ACL ×9AAAI ×7EMNLP ×6CHI ×3ACM MM ×2CSCW ×2ICCV ×2CIKM ×1CVPR ×1ECAI ×1FSE ×1ICLR ×1ICRA ×1NAACL ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Jie Zhou
×15
Qin Chen
×14
Linlin Wang
×7
Gerard de Melo
×5
Yuling Sun
×5
Xingjiao Wu
×5
Xin Li
×4
Xiaojuan Ma
×4
Bo Jiang
×3
Liang Dou
×3
Qianjun Pan
×3
Zetian Ouyang
×3

Papers

  1. A Survey of Inductive Reasoning for Large Language Models
    ACL 2026 ·
    Kedi Chen
    ,
    Dezhao Ruan
    ,
    Yuhao Dan
    ,
    Yaoting Wang
    ,
    Siyu Yan
    ,
    Xuecheng Wu
    ,
    Yinqi Zhang
    ,
    Qin Chen
    ,
    Jie Zhou
    , Liang He,
    Biqing Qi
    ,
    Linyang Li
    ,
    Qipeng Guo
    ,
    Xiaoming Shi
    ,
    Wei Zhang
  2. FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow
    ACL 2026 ·
    Bihao Zhan
    ,
    Zongsheng Cao
    ,
    Jie Zhou
    ,
    Bo Zhang
    , Liang He
  3. LLM-KT: Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play Alignment
    ACL 2026 ·
    Ziwei Wang
    ,
    Jie Zhou
    ,
    Qin Chen
    ,
    Bo Jiang
    ,
    Qingchun Bai
    ,
    Liang Dou
    , Liang He
  4. LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization
    AAAI 2026 ·
    Junsong Li
    ,
    Jie Zhou
    ,
    Bihao Zhan
    ,
    Yutao Yang
    ,
    Qianjun Pan
    ,
    Shilian Chen
    ,
    Tianyu Huai
    ,
    Xin Li
    ,
    Qin Chen
    , Liang He
  5. MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs
    AAAI 2026 ·
    Tingjiang Wei
    ,
    Qin Ni
    ,
    Rong Gao
    ,
    Yingying Wang
    , Liang He
  6. PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor
    ACL 2026 ·
    Qianjun Pan
    ,
    Junyi Wang
    ,
    Jie Zhou
    ,
    Yutao Yang
    ,
    Junsong Li
    ,
    Kaiyin Xu
    ,
    Yougen Zhou
    ,
    Yihan Li
    ,
    JingYuan Zhao
    ,
    Qin Chen
    ,
    Ningning Zhou
    ,
    Kai Chen
    , Liang He
  7. PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models
    ACL 2026 ·
    Zetian Ouyang
    ,
    Linlin Wang
    ,
    Gerard de Melo
    , Liang He
  8. TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing
    ACL 2026 ·
    Shiqiang Tian
    ,
    Cheng Ding
    ,
    Qin Chen
    ,
    Jie Zhou
    , Liang He
  9. 'Douyin is My Nourishment of the Mind': Exploring the Infrastructuralization Process of Short Video Sharing Platforms From Rural People's Perspective
    CHI 2025 ·
    Yuling Sun
    ,
    Minglong Tang
    ,
    Zhicong Lu
    , Liang He
  10. AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation
    ACL 2025 ·
    Xiechi Zhang
    ,
    Zetian Ouyang
    ,
    Linlin Wang
    ,
    Gerard de Melo
    ,
    Zhu Cao
    ,
    Xiaoling Wang
    ,
    Ya Zhang
    ,
    Yanfeng Wang
    , Liang He
  11. CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering
    CVPR 2025 ·
    Tianyu Huai
    ,
    Jie Zhou
    ,
    Xingjiao Wu
    ,
    Qin Chen
    ,
    Qingchun Bai
    ,
    Ze Zhou
    , Liang He
  12. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models
    ACM MM 2025 ·
    Wentao Liu
    ,
    Qianjun Pan
    ,
    Yi Zhang
    ,
    Zhuo Liu
    ,
    Ji Wu
    ,
    Jie Zhou
    ,
    Aimin Zhou
    ,
    Qin Chen
    ,
    Bo Jiang
    , Liang He
  13. Characterizing LLM-Empowered Personalized Story Reading and Interaction for Children: Insights From Multi-Stakeholder Perspectives
    CHI 2025 ·
    Jiaju Chen
    ,
    Minglong Tang
    ,
    Yuxuan Lu
    ,
    Bingsheng Yao
    ,
    Elissa Fan
    ,
    Xiaojuan Ma
    ,
    Ying Xu
    ,
    Dakuo Wang
    ,
    Yuling Sun
    , Liang He
  14. Disentangled Modeling of Preferences and Social Influence for Group Recommendation
    AAAI 2025 ·
    Guangze Ye
    ,
    Wen Wu
    ,
    Guoqing Wang
    ,
    Xi Chen
    ,
    Hong Zheng
    , Liang He
  15. DriveArena: A Closed-Loop Generative Simulation Platform for Autonomous Driving
    ICCV 2025 ·
    Xuemeng Yang
    ,
    Licheng Wen
    ,
    Tiantian Wei
    ,
    Yukai Ma
    ,
    Jianbiao Mei
    ,
    Xin Li
    ,
    Wenjie Lei
    ,
    Daocheng Fu
    ,
    Pinlong Cai
    ,
    Min Dou
    , Liang He,
    Yong Liu
    ,
    Botian Shi
    ,
    Yu Qiao
  16. Lark: Low-Rank Updates After Knowledge Localization for Few-Shot Class-Incremental Learning
    ICCV 2025 ·
    Jinxin Shi
    ,
    Jiabao Zhao
    ,
    Yifan Yang
    ,
    Xingjiao Wu
    ,
    Jiawen Li
    , Liang He
  17. Live-Streaming-Based Dual-Teacher Classes for Equitable Education: Insights and Challenges From Local Teachers' Perspective in Disadvantaged Areas
    CHI 2025 ·
    Yuling Sun
    ,
    Jiaju Chen
    ,
    Xiaomu Zhou
    ,
    Xiaojuan Ma
    ,
    Bingsheng Yao
    ,
    Kai Zhang
    , Liang He,
    Dakuo Wang
  18. Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences
    ICRA 2025 ·
    Ziang Liu
    ,
    Junjie Xu
    ,
    Xingjiao Wu
    ,
    Jing Yang
    , Liang He
  19. NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning
    AAAI 2025 ·
    Xin Yi
    ,
    Shunfan Zheng
    ,
    Linlin Wang
    ,
    Gerard de Melo
    ,
    Xiaoling Wang
    , Liang He
  20. Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
    ACL 2025 ·
    Linhao Ye
    ,
    Lang Yu
    ,
    Zhikai Lei
    ,
    Qin Chen
    ,
    Jie Zhou
    , Liang He
  21. P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts
    ACL 2025 ·
    Yuhao Dan
    ,
    Jie Zhou
    ,
    Qin Chen
    ,
    Junfeng Tian
    , Liang He
  22. Rethinking Technological Solutions for Community-Based Older Adult Care: Insights from 'Older Partners' in China
    CSCW 2025 ·
    Yuling Sun
    ,
    Sam Addison Ankenbauer
    ,
    Zhifan Guo
    ,
    Yuchen Chen
    ,
    Xiaojuan Ma
    , Liang He
  23. Temporal-Conditioned Symbolic Alignment for Controllable Text-to-Music Generation
    ACM MM 2025 ·
    Zihao Zhang
    ,
    Xingjiao Wu
    ,
    Junjie Xu
    ,
    Tianlong Ma
    ,
    Tangren Yao
    ,
    Wen Wu
    , Liang He
  24. BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind
    AAAI 2024 ·
    Yuanyuan Mao
    ,
    Xin Lin
    ,
    Qin Ni
    , Liang He
  25. Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check
    SIGIR 2024 ·
    Linhao Ye
    ,
    Zhikai Lei
    ,
    Jianghao Yin
    ,
    Qin Chen
    ,
    Jie Zhou
    , Liang He
  26. Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis
    EMNLP 2024 ·
    Xuanwen Ding
    ,
    Jie Zhou
    ,
    Liang Dou
    ,
    Qin Chen
    ,
    Yuanbin Wu
    ,
    Arlene Chen
    , Liang He
  27. Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching
    CIKM 2024 ·
    Yuyang Ding
    ,
    Hanglei Hu
    ,
    Jie Zhou
    ,
    Qin Chen
    ,
    Bo Jiang
    , Liang He
  28. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
    EMNLP 2024 ·
    Zetian Ouyang
    ,
    Yishuai Qiu
    ,
    Linlin Wang
    ,
    Gerard de Melo
    ,
    Ya Zhang
    ,
    Yanfeng Wang
    , Liang He
  29. Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
    NeurIPS 2024 ·
    Jianbiao Mei
    ,
    Yukai Ma
    ,
    Xuemeng Yang
    ,
    Licheng Wen
    ,
    Xinyu Cai
    ,
    Xin Li
    ,
    Daocheng Fu
    ,
    Bo Zhang
    ,
    Pinlong Cai
    ,
    Min Dou
    ,
    Botian Shi
    , Liang He,
    Yong Liu
    ,
    Yu Qiao
  30. DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
    ICLR 2024 ·
    Licheng Wen
    ,
    Daocheng Fu
    ,
    Xin Li
    ,
    Xinyu Cai
    ,
    Tao Ma
    ,
    Pinlong Cai
    ,
    Min Dou
    ,
    Botian Shi
    , Liang He,
    Yu Qiao
  31. DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models
    EMNLP 2024 ·
    Kedi Chen
    ,
    Qin Chen
    ,
    Jie Zhou
    ,
    Yishen He
    , Liang He
  32. Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities
    CSCW 2024 ·
    Yuling Sun
    ,
    Jiaju Chen
    ,
    Bingsheng Yao
    ,
    Jiali Liu
    ,
    Dakuo Wang
    ,
    Xiaojuan Ma
    ,
    Yuxuan Lu
    ,
    Ying Xu
    , Liang He
  33. FinHunter: Improved Search-Based Test Generation for Structural Testing of FinTech Systems
    FSE 2024 ·
    Xuanwen Ding
    ,
    Qingshun Wang
    ,
    Dan Liu
    ,
    Lihua Xu
    ,
    Jun Xiao
    ,
    Bojun Zhang
    ,
    Xue Li
    ,
    Liang Dou
    , Liang He,
    Tao Xie
  34. How Do Humans Write Code? Large Models Do It the Same Way Too
    EMNLP 2024 ·
    Long Li
    ,
    Xuzheng He
    ,
    Haozhe Wang
    ,
    Linlin Wang
    , Liang He
  35. Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement
    NAACL 2024 ·
    Changqun Li
    ,
    Linlin Wang
    ,
    Xin Lin
    ,
    Shizhou Huang
    , Liang He
  36. MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA
    AAAI 2024 ·
    Lang Yu
    ,
    Qin Chen
    ,
    Jie Zhou
    , Liang He
  37. MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation
    EMNLP 2024 ·
    Yang Yu
    ,
    Xin Lin
    ,
    Changqun Li
    ,
    Shizhou Huang
    , Liang He
  38. MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models
    AAAI 2024 ·
    Yan Cai
    ,
    Linlin Wang
    ,
    Ye Wang
    ,
    Gerard de Melo
    ,
    Ya Zhang
    ,
    Yanfeng Wang
    , Liang He
  39. MindScope: Exploring Cognitive Biases in Large Language Models Through Multi-Agent Systems
    ECAI 2024 ·
    Zhentao Xie
    ,
    Jiabao Zhao
    ,
    Yilei Wang
    ,
    Jinxin Shi
    ,
    Yanhong Bai
    ,
    Xingjiao Wu
    , Liang He
  40. Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis
    EMNLP 2024 ·
    Luwei Xiao
    ,
    Rui Mao
    ,
    Xulang Zhang
    , Liang He,
    Erik Cambria