PPaperPicks

Xiaowen Chu

Hong Kong Baptist University, Department of Computer Science, Hong Kong

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

DBLP profile ↗ORCID 0000-0001-9745-4372 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6NeurIPS ×4AAAI ×3EMNLP ×3ICLR ×3ACM MM ×2ICML ×2IROS ×2CVPR ×1ECCV ×1ICDE ×1MICCAI ×1SIGKDD ×1

Frequent coauthors

Zhenheng Tang
×15
Qiang Wang
×13
Peijie Dong
×13
Xiang Liu
×12
Lujun Li
×6
Penglei Sun
×5
Bo Li
×5
Amelie Chi Zhou
×3
Qi Li
×3
Zeyu Li
×3
Yaoxian Song
×3
Tiefeng Li
×3

Papers

  1. FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph
    ACL 2026 ·
    Xiang Li
    ,
    Penglei Sun
    ,
    Wanyun Zhou
    ,
    Zikai Wei
    ,
    Yongqi Zhang
    , Xiaowen Chu
  2. Probing the Plasticity and Correlation of LLM Value Systems: LLM Value Rankings are Not Stable
    ACL 2026 ·
    Zhenheng Tang
    ,
    Qihua Pan
    ,
    Jingya Shen
    ,
    Xiang Liu
    ,
    Qian Wang
    ,
    Bo Li
    , Xiaowen Chu
  3. SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models
    AAAI 2026 ·
    Longteng Zhang
    ,
    Sen Wu
    ,
    Shuai Hou
    ,
    Zhengyu Qing
    ,
    Zhuo Zheng
    ,
    Danning Ke
    ,
    Qihong Lin
    ,
    Qiang Wang
    ,
    Shaohuai Shi
    , Xiaowen Chu
  4. SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction
    ICDE 2026 ·
    Guofan Yu
    ,
    Sitian Chen
    ,
    Zhenheng Tang
    , Xiaowen Chu,
    Amelie Chi Zhou
  5. AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models
    ACL 2025 ·
    Qi Li
    , Xiaowen Chu
  6. BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems
    SIGKDD 2025 ·
    Yuxin Wang
    ,
    Yuhan Chen
    ,
    Zeyu Li
    ,
    Xueze Kang
    ,
    Yuchu Fang
    ,
    Yeju Zhou
    ,
    Yang Zheng
    ,
    Zhenheng Tang
    ,
    Xin He
    ,
    Rui Guo
    ,
    Xin Wang
    ,
    Qiang Wang
    ,
    Amelie Chi Zhou
    , Xiaowen Chu
  7. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
    ICML 2025 ·
    Peijie Dong
    ,
    Zhenheng Tang
    ,
    Xiang Liu
    ,
    Lujun Li
    , Xiaowen Chu,
    Bo Li
  8. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
    NeurIPS 2025 ·
    Xiang Liu
    ,
    Zhenheng Tang
    ,
    Peijie Dong
    ,
    Zeyu Li
    ,
    Yue Liu
    ,
    Bo Li
    ,
    Xuming Hu
    , Xiaowen Chu
  9. City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning
    ACM MM 2025 ·
    Penglei Sun
    ,
    Yaoxian Song
    ,
    Xiangru Zhu
    ,
    Xiang Liu
    ,
    Qiang Wang
    ,
    Yue Liu
    ,
    Changqun Xia
    ,
    Tiefeng Li
    ,
    Yang Yang
    , Xiaowen Chu
  10. Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
    ICLR 2025 ·
    Lei Shen
    ,
    Zhenheng Tang
    ,
    Lijun Wu
    ,
    Yonggang Zhang
    , Xiaowen Chu,
    Tao Qin
    ,
    Bo Han
  11. ParZC: Parametric Zero-Cost Proxies for Efficient NAS
    AAAI 2025 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Zhenheng Tang
    ,
    Xiang Liu
    ,
    Zimian Wei
    ,
    Qiang Wang
    , Xiaowen Chu
  12. Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
    EMNLP 2025 ·
    Xiang Liu
    ,
    Penglei Sun
    ,
    Shuyan Chen
    ,
    Longhan Zhang
    ,
    Peijie Dong
    ,
    Huajie You
    ,
    Yongqi Zhang
    ,
    Chang Yan
    , Xiaowen Chu,
    Tong-yi Zhang
  13. RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories
    IROS 2025 ·
    Qingsong Yan
    ,
    Qiang Wang
    ,
    Kaiyong Zhao
    ,
    Jie Chen
    ,
    Bo Li
    , Xiaowen Chu,
    Fei Deng
  14. ReSeg-UNet: A Reconstruction-Guided Optimization Framework for Enhanced Medical Image Segmentation
    MICCAI 2025 ·
    Lin Li
    ,
    Dong Tang
    , Xiaowen Chu,
    Xiaofei Yang
    ,
    Fei Yu
  15. SAFormer: Spatially Adaptive Transformer for Efficient and Multi-Resolution Occupancy Prediction
    IROS 2025 ·
    Song Tang
    ,
    Qiang Wang
    , Xiaowen Chu
  16. STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
    ICLR 2025 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Yuedong Zhong
    ,
    Dayou Du
    ,
    Ruibo Fan
    ,
    Yuhan Chen
    ,
    Zhenheng Tang
    ,
    Qiang Wang
    ,
    Wei Xue
    ,
    Yike Guo
    , Xiaowen Chu
  17. UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation
    ACL 2025 ·
    SongTang SongTang
    ,
    Kaiyong Zhao
    ,
    Lei Wang
    ,
    Yuliang Li
    ,
    Xuebo Liu
    ,
    Junyi Zou
    ,
    Qiang Wang
    , Xiaowen Chu
  18. 3D Question Answering for City Scene Understanding
    ACM MM 2024 ·
    Penglei Sun
    ,
    Yaoxian Song
    ,
    Xiang Liu
    ,
    Xiaofei Yang
    ,
    Qiang Wang
    ,
    Tiefeng Li
    ,
    Yang Yang
    , Xiaowen Chu
  19. BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
    ACL 2024 ·
    Dayou Du
    ,
    Yijia Zhang
    ,
    Shijie Cao
    ,
    Jiaqi Guo
    ,
    Ting Cao
    , Xiaowen Chu,
    Ningyi Xu
  20. CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning
    AAAI 2024 ·
    Qingsong Yan
    ,
    Qiang Wang
    ,
    Kaiyong Zhao
    ,
    Jie Chen
    ,
    Bo Li
    , Xiaowen Chu,
    Fei Deng
  21. Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing
    ACL 2024 ·
    Qi Li
    , Xiaowen Chu
  22. Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
    NeurIPS 2024 ·
    Lujun Li
    ,
    Peijie Dong
    ,
    Zhenheng Tang
    ,
    Xiang Liu
    ,
    Qiang Wang
    ,
    Wenhan Luo
    ,
    Wei Xue
    ,
    Qifeng Liu
    , Xiaowen Chu,
    Yike Guo
  23. FedImpro: Measuring and Improving Client Update in Federated Learning
    ICLR 2024 ·
    Zhenheng Tang
    ,
    Yonggang Zhang
    ,
    Shaohuai Shi
    ,
    Xinmei Tian
    ,
    Tongliang Liu
    ,
    Bo Han
    , Xiaowen Chu
  24. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
    NeurIPS 2024 ·
    Zhenheng Tang
    ,
    Yonggang Zhang
    ,
    Peijie Dong
    ,
    Yiu-ming Cheung
    ,
    Amelie Chi Zhou
    ,
    Bo Han
    , Xiaowen Chu
  25. LPZero: Language Model Zero-cost Proxy Search from Zero
    EMNLP 2024 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Xiang Liu
    ,
    Zhenheng Tang
    ,
    Xuebo Liu
    ,
    Qiang Wang
    , Xiaowen Chu
  26. LongGenBench: Long-context Generation Benchmark
    EMNLP 2024 ·
    Xiang Liu
    ,
    Peijie Dong
    ,
    Xuming Hu
    , Xiaowen Chu
  27. 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
  28. Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
    ICML 2024 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Zhenheng Tang
    ,
    Xiang Liu
    ,
    Xinglin Pan
    ,
    Qiang Wang
    , Xiaowen Chu
  29. Should We Really Edit Language Models? On the Evaluation of Edited Language Models
    NeurIPS 2024 ·
    Qi Li
    ,
    Xiang Liu
    ,
    Zhenheng Tang
    ,
    Peijie Dong
    ,
    Zeyu Li
    ,
    Xinglin Pan
    , Xiaowen Chu
  30. VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
    CVPR 2024 ·
    Yujin Tang
    ,
    Peijie Dong
    ,
    Zhenheng Tang
    , Xiaowen Chu,
    Junwei Liang