PPaperPicks

Xiang Liu

Hong Kong University of Science and Technology, Guang Zhou, China

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0003-2639-1804 ↗Homepage ↗

Venues

ACL ×4NeurIPS ×4EMNLP ×3ACM MM ×2ICML ×2AAAI ×1

Frequent coauthors

Xiaowen Chu
×12
Peijie Dong
×9
Zhenheng Tang
×8
Qiang Wang
×6
Lujun Li
×5
Bo Li
×3
Xuming Hu
×3
Penglei Sun
×3
Shizhe Diao
×3
Rui Pan
×3
Tong Zhang
×3
Zeyu Li
×2

Papers

  1. 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
  2. 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
  3. 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
  4. 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
  5. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
    ACL 2025 ·
    Jiamin Su
    ,
    Yibo Yan
    ,
    Fangteng Fu
    ,
    Zhang Han
    ,
    Jingheng Ye
    , Xiang Liu,
    Jiahao Huo
    ,
    Huiyu Zhou
    ,
    Xuming Hu
  6. ParZC: Parametric Zero-Cost Proxies for Efficient NAS
    AAAI 2025 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Zhenheng Tang
    , Xiang Liu,
    Zimian Wei
    ,
    Qiang Wang
    ,
    Xiaowen Chu
  7. 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
  8. 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
  9. Active Prompting with Chain-of-Thought for Large Language Models
    ACL 2024 ·
    Shizhe Diao
    ,
    Pengcheng Wang
    ,
    Yong Lin
    ,
    Rui Pan
    , Xiang Liu,
    Tong Zhang
  10. 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
  11. LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
    NeurIPS 2024 ·
    Rui Pan
    , Xiang Liu,
    Shizhe Diao
    ,
    Renjie Pi
    ,
    Jipeng Zhang
    ,
    Chi Han
    ,
    Tong Zhang
  12. 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
  13. LongGenBench: Long-context Generation Benchmark
    EMNLP 2024 · Xiang Liu,
    Peijie Dong
    ,
    Xuming Hu
    ,
    Xiaowen Chu
  14. Plum: Prompt Learning using Metaheuristics
    ACL 2024 ·
    Rui Pan
    ,
    Shuo Xing
    ,
    Shizhe Diao
    ,
    Wenhe Sun
    , Xiang Liu,
    Kashun Shum
    ,
    Jipeng Zhang
    ,
    Renjie Pi
    ,
    Tong Zhang
  15. 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
  16. 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