PPaperPicks

Xia Hu

Rice University, Department of Computer Science, Houston, TX, USA

31 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2234-3226 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×6EMNLP ×5ACL ×3NAACL ×3NeurIPS ×3CVPR ×2EACL ×2ICLR ×2AAAI ×1ICDE ×1S&P ×1WSDM ×1WWW ×1

Frequent coauthors

Yu-Neng Chuang
×13
Shaochen Zhong
×13
Zirui Liu
×13
Jiayi Yuan
×9
Vipin Chaudhary
×8
Guanchu Wang
×7
Kaixiong Zhou
×6
Zhimeng Jiang
×6
Hongye Jin
×6
Ruixiang Tang
×5
Zhaozhuo Xu
×5
Vladimir Braverman
×4

Papers

  1. AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models
    ACL 2026 ·
    Feng Luo
    ,
    Yu-Neng Chuang
    ,
    Guanchu Wang
    ,
    Hoang Anh Duy Le
    ,
    Shaochen Zhong
    ,
    Hongyi Liu
    ,
    Jiayi Yuan
    ,
    Yang Sui
    ,
    Vladimir Braverman
    ,
    Vipin Chaudhary
    , Xia Ben Hu
  2. Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
    EACL 2026 ·
    Zijie Liu
    ,
    Xinyu Zhao
    ,
    Jie Peng
    ,
    Jinhao Duan
    ,
    Zhuangdi Zhu
    ,
    Qingyu Chen
    ,
    Kaidi Xu
    , Xia Hu,
    Tianlong Chen
  3. ECLAD: An Edge-Cloud Collaborative Agentic Framework for Interpretable Anomaly Detection in Predictive Maintenance
    WWW 2026 ·
    Songyuan Sui
    ,
    Zhanqi Deng
    ,
    Yamin Zhuang
    ,
    Serena Liu
    ,
    Leisheng Yu
    ,
    Alfredo Costilla-Reyes
    , Xia Hu
  4. FaithLM: Towards Faithful Explanations for Large Language Models
    EACL 2026 ·
    Yu-Neng Chuang
    ,
    Guanchu Wang
    ,
    Chia-Yuan Chang
    ,
    Ruixiang Tang
    ,
    Shaochen Zhong
    ,
    Fan Yang
    ,
    Andrew Wen
    ,
    Mengnan Du
    ,
    Xuanting Cai
    ,
    Vladimir Braverman
    , Xia Hu
  5. 70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
    NeurIPS 2025 ·
    Tianyi Zhang
    ,
    Mohsen Hariri
    ,
    Shaochen (Henry) Zhong
    ,
    Vipin Chaudhary
    ,
    Yang Sui
    , Xia Hu,
    Anshumali Shrivastava
  6. A Decoupled Multi-Agent Framework for Complex Text Style Transfer
    EMNLP 2025 ·
    Lingxi Zhang
    ,
    Yu-Neng Chuang
    ,
    Guanchu Wang
    ,
    Ruixiang Tang
    ,
    Xuanting Cai
    ,
    Rajesh Shenoy
    , Xia Hu
  7. AD-LLM: Benchmarking Large Language Models for Anomaly Detection
    ACL 2025 ·
    Tiankai Yang
    ,
    Yi Nian
    ,
    Li Li
    ,
    Ruiyao Xu
    ,
    Yuangang Li
    ,
    Jiaqi Li
    ,
    Zhuo Xiao
    ,
    Xiyang Hu
    ,
    Ryan A. Rossi
    ,
    Kaize Ding
    , Xia Hu,
    Yue Zhao
  8. DHP Benchmark: Are LLMs Good NLG Evaluators?
    NAACL 2025 ·
    Yicheng Wang
    ,
    Jiayi Yuan
    ,
    Yu-Neng Chuang
    ,
    Zhuoer Wang
    ,
    Yingchi Liu
    ,
    Mark Cusick
    ,
    Param Kulkarni
    ,
    Zhengping Ji
    ,
    Yasser Ibrahim
    , Xia Hu
  9. Flexible Group Count Enables Hassle-Free Structured Pruning
    CVPR 2025 ·
    Jiamu Zhang
    ,
    Shaochen Zhong
    ,
    Andrew Ye
    ,
    Zirui Liu
    ,
    Sebastian Zhao
    ,
    Kaixiong Zhou
    ,
    Li Li
    ,
    Soo-Hyun Choi
    ,
    Rui Chen
    , Xia Hu,
    Shuai Xu
    ,
    Vipin Chaudhary
  10. In-Progress: Structured Pruning in the Wild: Benchmarking Practical Robustness Under Real-World Corruptions
    S&P 2025 ·
    Jiamu Zhang
    ,
    Shaochen Zhong
    ,
    Hoang Anh Duy Le
    , Xia Hu
  11. Learning to Route LLMs with Confidence Tokens
    ICML 2025 ·
    Yu-Neng Chuang
    ,
    Prathusha Kameswara Sarma
    ,
    Parikshit Gopalan
    ,
    John Boccio
    ,
    Sara Bolouki
    , Xia Hu,
    Helen Zhou
  12. LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
    EMNLP 2025 ·
    Hongyi Liu
    ,
    Shaochen Zhong
    ,
    Xintong Sun
    ,
    Minghao Tian
    ,
    Mohsen Hariri
    ,
    Zirui Liu
    ,
    Ruixiang Tang
    ,
    Zhimeng Jiang
    ,
    Jiayi Yuan
    ,
    Yu-Neng Chuang
    ,
    Li Li
    ,
    Soo-Hyun Choi
    ,
    Rui Chen
    ,
    Vipin Chaudhary
    , Xia Hu
  13. MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
    ICLR 2025 ·
    Shaochen (Henry) Zhong
    ,
    Yifan Lu
    ,
    Lize Shao
    ,
    Bhargav Bhushanam
    ,
    Xiaocong Du
    ,
    Yixin Wan
    ,
    Yucheng Shi
    ,
    Daochen Zha
    ,
    Yiwei Wang
    ,
    Ninghao Liu
    ,
    Kaixiong Zhou
    ,
    Shuai Xu
    ,
    Kai-Wei Chang
    ,
    Louis Feng
    ,
    Vipin Chaudhary
    , Xia Hu
  14. ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks
    ACL 2025 ·
    Jiamu Zhang
    ,
    Jiayi Yuan
    ,
    Andrew Wen
    ,
    Hoang Anh Duy Le
    ,
    Yu-Neng Chuang
    ,
    Soo-Hyun Choi
    ,
    Rui Chen
    , Xia Hu
  15. Self-Ensemble: Mitigating Confidence Distortion for Large Language Models
    EMNLP 2025 ·
    Zicheng Xu
    ,
    Guanchu Wang
    ,
    Guangyao Zheng
    ,
    Yu-Neng Chuang
    ,
    Alex Szalay
    , Xia Hu,
    Vladimir Braverman
  16. TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model
    CVPR 2025 ·
    Cheng Yang
    ,
    Yang Sui
    ,
    Jinqi Xiao
    ,
    Lingyi Huang
    ,
    Yu Gong
    ,
    Chendi Li
    ,
    Jinghua Yan
    ,
    Yu Bai
    ,
    Ponnuswamy Sadayappan
    , Xia Hu,
    Bo Yuan
  17. Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
    NeurIPS 2025 ·
    Jiayi Yuan
    ,
    Hao Li
    ,
    Xinheng Ding
    ,
    Wenya Xie
    ,
    Yu-Jhe Li
    ,
    Wentian Zhao
    ,
    Kun Wan
    ,
    Jing Shi
    , Xia Hu,
    Zirui Liu
  18. Chasing Fairness in Graphs: A GNN Architecture Perspective
    AAAI 2024 ·
    Zhimeng Jiang
    ,
    Xiaotian Han
    ,
    Chao Fan
    ,
    Zirui Liu
    ,
    Na Zou
    ,
    Ali Mostafavi
    , Xia Hu
  19. FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
    ICLR 2024 ·
    Xiaotian Han
    ,
    Jianfeng Chi
    ,
    Yu Chen
    ,
    Qifan Wang
    ,
    Han Zhao
    ,
    Na Zou
    , Xia Hu
  20. GNNs Also Deserve Editing, and They Need It More Than Once
    ICML 2024 ·
    Shaochen (Henry) Zhong
    ,
    Duy Le
    ,
    Zirui Liu
    ,
    Zhimeng Jiang
    ,
    Andrew Ye
    ,
    Jiamu Zhang
    ,
    Jiayi Yuan
    ,
    Kaixiong Zhou
    ,
    Zhaozhuo Xu
    ,
    Jing Ma
    ,
    Shuai Xu
    ,
    Vipin Chaudhary
    , Xia Hu
  21. Gradient Rewiring for Editable Graph Neural Network Training
    NeurIPS 2024 ·
    Zhimeng Jiang
    ,
    Zirui Liu
    ,
    Xiaotian Han
    ,
    Qizhang Feng
    ,
    Hongye Jin
    ,
    Qiaoyu Tan
    ,
    Kaixiong Zhou
    ,
    Na Zou
    , Xia Ben Hu
  22. KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
    ICML 2024 ·
    Zirui Liu
    ,
    Jiayi Yuan
    ,
    Hongye Jin
    ,
    Shaochen (Henry) Zhong
    ,
    Zhaozhuo Xu
    ,
    Vladimir Braverman
    ,
    Beidi Chen
    , Xia Hu
  23. KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches
    EMNLP 2024 ·
    Jiayi Yuan
    ,
    Hongyi Liu
    ,
    Shaochen (Henry) Zhong
    ,
    Yu-Neng Chuang
    ,
    Songchen Li
    ,
    Guanchu Wang
    ,
    Duy Le
    ,
    Hongye Jin
    ,
    Vipin Chaudhary
    ,
    Zhaozhuo Xu
    ,
    Zirui Liu
    , Xia Ben Hu
  24. LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
    ICML 2024 ·
    Hongye Jin
    ,
    Xiaotian Han
    ,
    Jingfeng Yang
    ,
    Zhimeng Jiang
    ,
    Zirui Liu
    ,
    Chia-Yuan Chang
    ,
    Huiyuan Chen
    , Xia Hu
  25. Learning to Compress Prompt in Natural Language Formats
    NAACL 2024 ·
    Yu-Neng Chuang
    ,
    Tianwei Xing
    ,
    Chia-Yuan Chang
    ,
    Zirui Liu
    ,
    Xun Chen
    , Xia Ben Hu
  26. Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models
    NAACL 2024 ·
    Ruixiang Tang
    ,
    Yu-Neng Chuang
    ,
    Xuanting Cai
    ,
    Mengnan Du
    , Xia Hu
  27. Soft Prompt Recovers Compressed LLMs, Transferably
    ICML 2024 ·
    Zhaozhuo Xu
    ,
    Zirui Liu
    ,
    Beidi Chen
    ,
    Shaochen (Henry) Zhong
    ,
    Yuxin Tang
    ,
    Jue Wang
    ,
    Kaixiong Zhou
    , Xia Hu,
    Anshumali Shrivastava
  28. TVE: Learning Meta-attribution for Transferable Vision Explainer
    ICML 2024 ·
    Guanchu Wang
    ,
    Yu-Neng Chuang
    ,
    Fan Yang
    ,
    Mengnan Du
    ,
    Chia-Yuan Chang
    ,
    Shaochen Zhong
    ,
    Zirui Liu
    ,
    Zhaozhuo Xu
    ,
    Kaixiong Zhou
    ,
    Xuanting Cai
    , Xia Hu
  29. Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion
    EMNLP 2024 ·
    Guanchu Wang
    ,
    Yu-Neng Chuang
    ,
    Ruixiang Tang
    ,
    Shaochen Zhong
    ,
    Jiayi Yuan
    ,
    Hongye Jin
    ,
    Zirui Liu
    ,
    Vipin Chaudhary
    ,
    Shuai Xu
    ,
    James Caverlee
    , Xia Ben Hu
  30. Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering
    WSDM 2024 ·
    Huiyuan Chen
    ,
    Vivian Lai
    ,
    Hongye Jin
    ,
    Zhimeng Jiang
    ,
    Mahashweta Das
    , Xia Hu
  31. Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution
    ICDE 2024 ·
    Yuting Sun
    ,
    Guansong Pang
    ,
    Guanhua Ye
    ,
    Tong Chen
    , Xia Hu,
    Hongzhi Yin