PPaperPicks

Kaiqi Huang

23 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2677-9273 ↗Homepage ↗

Venues

AAAI ×7ICML ×3IJCAI ×3NeurIPS ×3AAMAS ×2CVPR ×2ACL ×1ECCV ×1ICCV ×1

Frequent coauthors

Xiaokun Feng
×8
Pei Xu
×7
Xuchen Li
×6
Shiyu Hu
×6
Meiqi Wu
×6
Junge Zhang
×6
Dailing Zhang
×5
Jing Zhang
×5
Xiaotang Chen
×4
Xingzhou Lou
×4
Honghao Chen
×4
Xiangxiang Chu
×3

Papers

  1. CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos
    AAAI 2026 ·
    Xuchen Li
    ,
    Xuzhao Li
    ,
    Shiyu Hu
    , Kaiqi Huang,
    Wentao Zhang
  2. ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints
    AAAI 2026 ·
    Meiqi Wu
    ,
    Jiashu Zhu
    ,
    Xiaokun Feng
    ,
    Chubin Chen
    ,
    Chen Zhu
    ,
    Bingze Song
    ,
    Fangyuan Mao
    ,
    Jiahong Wu
    ,
    Xiangxiang Chu
    , Kaiqi Huang
  3. No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding
    AAAI 2026 ·
    Yanchang Fu
    ,
    Shengda Liu
    ,
    Pei Xu
    , Kaiqi Huang
  4. RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents
    AAAI 2026 ·
    Yuxiang Mai
    ,
    Qiyue Yin
    ,
    Wancheng Ni
    ,
    Jianwei Guo
    ,
    Xiaogang Ouyang
    ,
    Pei Xu
    , Kaiqi Huang
  5. SAMem: State-Aware Memory as a Fine-Grained Memory for LLM Agents in Decision-Making
    ACL 2026 ·
    Tong Wang
    ,
    Pei Xu
    ,
    Shiyue Cao
    ,
    Likun Yang
    ,
    Daipeng Li
    ,
    Jianbin Jiao
    , Kaiqi Huang
  6. ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking
    ICCV 2025 ·
    Xiaokun Feng
    ,
    Shiyu Hu
    ,
    Xuchen Li
    ,
    Dailing Zhang
    ,
    Meiqi Wu
    ,
    Jing Zhang
    ,
    Xiaotang Chen
    , Kaiqi Huang
  7. CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
    ICML 2025 ·
    Xiaokun Feng
    ,
    Dailing Zhang
    ,
    Shiyu Hu
    ,
    Xuchen Li
    ,
    Meiqi Wu
    ,
    Jing Zhang
    ,
    Xiaotang Chen
    , Kaiqi Huang
  8. Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity
    IJCAI 2025 ·
    Yuxiang Mai
    ,
    Qiyue Yin
    ,
    Wancheng Ni
    ,
    Pei Xu
    , Kaiqi Huang
  9. LLM Data Selection and Utilization via Dynamic Bi-level Optimization
    ICML 2025 ·
    Yang Yu
    ,
    Kai Han
    ,
    Hang Zhou
    ,
    Yehui Tang
    , Kaiqi Huang,
    Yunhe Wang
    ,
    Dacheng Tao
  10. Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling
    AAAI 2025 ·
    Xingzhou Lou
    ,
    Junge Zhang
    ,
    Jian Xie
    ,
    Lifeng Liu
    ,
    Dong Yan
    , Kaiqi Huang
  11. Uncertainty-Aware Opponent Modeling for Deep Reinforcement Learning
    AAMAS 2025 ·
    Likun Yang
    ,
    Pei Xu
    ,
    Shiyue Cao
    ,
    Yongjian Ren
    ,
    Xiaotang Chen
    , Kaiqi Huang
  12. Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards
    NeurIPS 2025 ·
    Honghao Chen
    ,
    Xingzhou Lou
    ,
    Xiaokun Feng
    , Kaiqi Huang,
    Xinlong Wang
  13. ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning
    IJCAI 2024 ·
    Yang Yu
    ,
    Qiyue Yin
    ,
    Junge Zhang
    ,
    Pei Xu
    , Kaiqi Huang
  14. Beyond Accuracy: Tracking more like Human via Visual Search
    NeurIPS 2024 ·
    Dailing Zhang
    ,
    Shiyu Hu
    ,
    Xiaokun Feng
    ,
    Xuchen Li
    ,
    Meiqi Wu
    ,
    Jing Zhang
    , Kaiqi Huang
  15. DDAE: Towards Deep Dynamic Vision BERT Pretraining
    AAAI 2024 ·
    Honghao Chen
    ,
    Xiangwen Kong
    ,
    Xiangyu Zhang
    ,
    Xin Zhao
    , Kaiqi Huang
  16. DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM
    CVPR 2024 ·
    Xuchen Li
    ,
    Xiaokun Feng
    ,
    Shiyu Hu
    ,
    Meiqi Wu
    ,
    Dailing Zhang
    ,
    Jing Zhang
    , Kaiqi Huang
  17. Information Bottleneck Based Data Correction in Continual Learning
    ECCV 2024 ·
    Shuai Chen
    ,
    Mingyi Zhang
    ,
    Junge Zhang
    , Kaiqi Huang
  18. MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
    NeurIPS 2024 ·
    Xiaokun Feng
    ,
    Xuchen Li
    ,
    Shiyu Hu
    ,
    Dailing Zhang
    ,
    Meiqi Wu
    ,
    Jing Zhang
    ,
    Xiaotang Chen
    , Kaiqi Huang
  19. PeLK: Parameter-Efficient Large Kernel ConvNets with Peripheral Convolution
    CVPR 2024 ·
    Honghao Chen
    ,
    Xiangxiang Chu
    ,
    Yongjian Ren
    ,
    Xin Zhao
    , Kaiqi Huang
  20. Population-Based Diverse Exploration for Sparse-Reward Multi-Agent Tasks
    IJCAI 2024 ·
    Pei Xu
    ,
    Junge Zhang
    , Kaiqi Huang
  21. Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness
    ICML 2024 ·
    Honghao Chen
    ,
    Yurong Zhang
    ,
    Xiaokun Feng
    ,
    Xiangxiang Chu
    , Kaiqi Huang
  22. Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models
    AAMAS 2024 ·
    Xingzhou Lou
    ,
    Junge Zhang
    ,
    Ziyan Wang
    , Kaiqi Huang,
    Yali Du
  23. TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient
    AAAI 2024 ·
    Xingzhou Lou
    ,
    Junge Zhang
    ,
    Timothy J. Norman
    , Kaiqi Huang,
    Yali Du