PPaperPicks

Han Liu

Dalian University of Technology, School of Software, Dalian, China

28 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6921-2050 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×7ACL ×4SIGKDD ×4EMNLP ×2NAACL ×2NeurIPS ×2WWW ×2ACM MM ×1CIKM ×1IJCAI ×1SDM ×1SIGIR ×1

Frequent coauthors

Xiaotong Zhang
×14
Fenglong Ma
×13
Wei Wang
×12
Hong Yu
×11
Feng Zhang
×10
Hongyang Chen
×5
Jiaqi Wang
×5
Changya Li
×4
Ting Wang
×4
Xianchao Zhang
×4
Xiping Hu
×3
Yuanman Li
×2

Papers

  1. Green Industrial Engineering on the Web: Agent-Driven Ant Colony Optimization Tuning for Energy-Efficient 3D Pipe Routing
    WWW 2026 ·
    Xuanhan Fan
    ,
    Rui Ding
    ,
    Haojie Liu
    ,
    Jibin Zhou
    , Han Liu,
    Yuanman Li
    ,
    Wei Wang
    ,
    Mao Ye
  2. KnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving
    AAAI 2026 ·
    Yuhuan Lu
    ,
    Pengpeng Xu
    ,
    Wei Wang
    ,
    Zhen Zhang
    , Han Liu,
    Xiping Hu
  3. Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought
    ACL 2026 · Han Liu,
    Shuotian Ma
    ,
    Hui Li
    ,
    Xiaotong Zhang
    ,
    Fenglong Ma
    ,
    Hong Yu
  4. RUQuant: Towards Refining Uniform Quantization for Large Language Models
    SIGKDD 2026 · Han Liu,
    Haotian Gao
    ,
    Changya Li
    ,
    Feng Zhang
    ,
    Xiaotong Zhang
    ,
    Wei Wang
    ,
    Hong Yu
  5. SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack
    WWW 2026 · Han Liu,
    Zhi Xu
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Xiaoming Xu
    ,
    Wei Wang
    ,
    Fenglong Ma
    ,
    Hong Yu
  6. AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection
    ACL 2025 · Han Liu,
    Changya Li
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Fenglong Ma
    ,
    Wei Wang
    ,
    Hong Yu
  7. Dual-View Interaction-Aware Lane Change Prediction for Autonomous Driving
    AAAI 2025 ·
    Yuhuan Lu
    ,
    Zhen Zhang
    ,
    Rufan Bai
    , Han Liu,
    Wei Wang
  8. ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers
    IJCAI 2025 ·
    Xiaoyan Yuan
    ,
    Wei Wang
    , Han Liu,
    Jian Chen
    ,
    Xiping Hu
  9. HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
    NeurIPS 2025 · Han Liu,
    Jiaqi Li
    ,
    Zhi Xu
    ,
    Xiaotong Zhang
    ,
    Xiaoming Xu
    ,
    Fenglong Ma
    ,
    Yuanman Li
    ,
    Hong Yu
  10. Input Snapshots Fusion for Scalable Discrete-Time Dynamic Graph Neural Networks
    SIGKDD 2025 ·
    QingGuo Qi
    ,
    Hongyang Chen
    ,
    Minhao Cheng
    , Han Liu
  11. MetaFind: Scene-Aware 3D Asset Retrieval for Coherent Metaverse Scene Generation
    NeurIPS 2025 ·
    Zhenyu Pan
    ,
    Yucheng Lu
    , Han Liu
  12. Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
    AAAI 2025 · Han Liu,
    Yuanyuan Wang
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    ,
    Fenglong Ma
    ,
    Hong Yu
  13. Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection
    NAACL 2025 ·
    Xiaotong Zhang
    ,
    Qianru Zhou
    , Han Liu,
    Hong Yu
  14. SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification
    NAACL 2025 · Han Liu,
    Shuqin Li
    ,
    Xiaotong Zhang
    ,
    Yuanyuan Wang
    ,
    Feng Zhang
    ,
    Hongyang Chen
    ,
    Hong Yu
  15. SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models
    SIGKDD 2025 · Han Liu,
    Haotian Gao
    ,
    Xiaotong Zhang
    ,
    Changya Li
    ,
    Feng Zhang
    ,
    Wei Wang
    ,
    Fenglong Ma
    ,
    Hong Yu
  16. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
    ACL 2025 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Yuanpu Cao
    ,
    Jiaqi Wang
    ,
    Aofei Chang
    , Han Liu,
    Jinghui Chen
    ,
    Ting Wang
    ,
    Fenglong Ma
  17. Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
    SIGKDD 2025 ·
    Tianrun Yu
    ,
    Jiaqi Wang
    ,
    Haoyu Wang
    ,
    Mingquan Lin
    , Han Liu,
    Nelson S. Yee
    ,
    Fenglong Ma
  18. A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection
    EMNLP 2024 ·
    Xiaotong Zhang
    ,
    Xinyi Li
    ,
    Feng Zhang
    ,
    Zhiyi Wei
    ,
    Junfeng Liu
    , Han Liu
  19. A Goal Interaction Graph Planning Framework for Conversational Recommendation
    AAAI 2024 ·
    Xiaotong Zhang
    ,
    Xuefang Jia
    , Han Liu,
    Xinyue Liu
    ,
    Xianchao Zhang
  20. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    SDM 2024 ·
    Suhan Cui
    ,
    Jiaqi Wang
    ,
    Yuan Zhong
    , Han Liu,
    Ting Wang
    ,
    Fenglong Ma
  21. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
    EMNLP 2024 ·
    Aofei Chang
    ,
    Jiaqi Wang
    , Han Liu,
    Parminder Bhatia
    ,
    Cao Xiao
    ,
    Ting Wang
    ,
    Fenglong Ma
  22. Depression Detection via Capsule Networks with Contrastive Learning
    AAAI 2024 · Han Liu,
    Changya Li
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    ,
    Fenglong Ma
    ,
    Hongyang Chen
    ,
    Hong Yu
    ,
    Xianchao Zhang
  23. Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective
    CIKM 2024 ·
    Dandan Ni
    ,
    Sheng Zhang
    ,
    Cong Deng
    , Han Liu,
    Gang Chen
    ,
    Minhao Cheng
    ,
    Hongyang Chen
  24. Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning
    SIGIR 2024 ·
    Xiaotong Zhang
    ,
    Xinyi Li
    , Han Liu,
    Xinyue Liu
    ,
    Xianchao Zhang
  25. Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
    AAAI 2024 · Han Liu,
    Siyang Zhao
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    ,
    Fenglong Ma
    ,
    Hongyang Chen
    ,
    Hong Yu
    ,
    Xianchao Zhang
  26. SELP: A Semantically-Driven Approach for Separated and Accurate Class Prototypes in Few-Shot Text Classification
    ACL 2024 ·
    Wenxin Liang
    ,
    Tingyu Zhang
    , Han Liu,
    Feng Zhang
  27. TGCA-PVT: Topic-Guided Context-Aware Pyramid Vision Transformer for Sticker Emotion Recognition
    ACM MM 2024 ·
    Jian Chen
    ,
    Wei Wang
    ,
    Yuzhu Hu
    ,
    Junxin Chen
    , Han Liu,
    Xiping Hu
  28. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    AAAI 2024 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Tianrong Zhang
    ,
    Jiaqi Wang
    , Han Liu,
    Jinghui Chen
    ,
    Ting Wang
    ,
    Fenglong Ma