PPaperPicks

Hua Wei

Arizona State University (ASU), School of Computing and Augmented Intelligence (SCAI), AZ, USA

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

DBLP profile ↗ORCID 0000-0002-3735-1635 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×6AAAI ×5ACL ×5CIKM ×4EACL ×3ICML ×3IJCAI ×3ECML-PKDD ×2SDM ×2CVPR ×1ICLR ×1NeurIPS ×1WWW ×1

Frequent coauthors

Longchao Da
×14
Tiejin Chen
×9
Jiaxing Zhang
×5
Xiaoou Liu
×4
Dongsheng Luo
×4
Huaiyuan Yao
×3
Zhiwei Liu
×3
Linsey Pang
×3
Pingzhi Li
×3
Kaixiong Zhou
×3
Tianlong Chen
×3
Zhuomin Chen
×3

Papers

  1. Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment
    EACL 2026 ·
    Tiejin Chen
    ,
    Xiaoou Liu
    ,
    Vishnu Nandam
    ,
    Kuanru Liou
    , Hua Wei
  2. Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition
    ACL 2026 ·
    Tiejin Chen
    ,
    Huaiyuan Yao
    ,
    Jia Chen
    ,
    Evangelos E. Papalexakis
    , Hua Wei
  3. Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional Design
    EACL 2026 ·
    Huaiyuan Yao
    ,
    Wanpeng Xu
    ,
    Justin Turnau
    ,
    Nadia Kellam
    , Hua Wei
  4. Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
    ACL 2026 ·
    Zheng Luo
    ,
    Thirulogasankar Pranav Kutralingam
    ,
    Ogochukwu N. Okoani
    ,
    Wanpeng Xu
    , Hua Wei,
    Xiyang Hu
  5. Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving
    AAAI 2026 ·
    Longchao Da
    ,
    David Isele
    , Hua Wei,
    Manish Saroya
  6. Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources
    ACL 2026 ·
    Tiejin Chen
    ,
    Xiaoou Liu
    ,
    Longchao Da
    ,
    Jia Chen
    ,
    Evangelos E. Papalexakis
    , Hua Wei
  7. Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models
    EACL 2026 ·
    Tiejin Chen
    ,
    Kaishen Wang
    , Hua Wei
  8. 4th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    SIGKDD 2025 ·
    Xujiang Zhao
    ,
    Chen Zhao
    ,
    Feng Chen
    ,
    Jin-Hee Cho
    , Hua Wei,
    Haifeng Chen
  9. CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic
    SDM 2025 ·
    Huaiyuan Yao
    ,
    Longchao Da
    ,
    Vishnu Nandam
    ,
    Justin Turnau
    ,
    Zhiwei Liu
    ,
    Linsey Pang
    , Hua Wei
  10. DeepShade: Enable Shade Simulation by Text-conditioned Image Generation
    IJCAI 2025 ·
    Longchao Da
    ,
    Xiangrui Liu
    ,
    Mithun Shivakoti
    ,
    Thirulogasankar Pranav Kutralingam
    ,
    Yezhou Yang
    , Hua Wei
  11. FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images
    SIGKDD 2025 ·
    Longchao Da
    ,
    Rui Wang
    ,
    Xiaojian Xu
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    , Hua Wei,
    Cao Xiao
  12. Fully Heteroscedastic Count Regression with Deep Double Poisson Networks
    ICML 2025 ·
    Spencer Young
    ,
    Porter Jenkins
    ,
    Longchao Da
    ,
    Jeffrey Dotson
    , Hua Wei
  13. GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
    IJCAI 2025 ·
    Longchao Da
    ,
    Parth Mitesh Shah
    ,
    Kuanru Liou
    ,
    Jiaxing Zhang
    , Hua Wei
  14. Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks
    SIGKDD 2025 ·
    Jiaxing Zhang
    ,
    Xiaoou Liu
    ,
    Dongsheng Luo
    , Hua Wei
  15. Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness
    SDM 2025 ·
    Tiejin Chen
    ,
    Longchao Da
    ,
    Huixue Zhou
    ,
    Pingzhi Li
    ,
    Kaixiong Zhou
    ,
    Tianlong Chen
    , Hua Wei
  16. RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
    ICML 2025 ·
    Jingxiang Qu
    ,
    Wenhan Gao
    ,
    Jiaxing Zhang
    ,
    Xufeng Liu
    , Hua Wei,
    Haibin Ling
    ,
    Yi Liu
  17. The 3rd Workshop on AI Agent for Information Retrieval: Generating and Ranking
    WWW 2025 ·
    Qingsong Wen
    ,
    Yongfeng Zhang
    ,
    Zhiwei Liu
    ,
    Julian J. McAuley
    , Hua Wei,
    Linsey Pang
    ,
    Wei Liu
    ,
    Philip S. Yu
  18. The 4th Workshop on AI Agent for Information Retrieval: Generating and Ranking
    SIGKDD 2025 ·
    Qingsong Wen
    ,
    Yongfeng Zhang
    ,
    Zhiwei Liu
    ,
    Julian J. McAuley
    , Hua Wei,
    Linsey Pang
    ,
    Wei Liu
    ,
    Philip S. Yu
  19. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
    SIGKDD 2025 ·
    Xiaoou Liu
    ,
    Tiejin Chen
    ,
    Longchao Da
    ,
    Chacha Chen
    ,
    Zhen Lin
    , Hua Wei
  20. Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges
    ACL 2025 ·
    Tiejin Chen
    ,
    Pingzhi Li
    ,
    Kaixiong Zhou
    ,
    Tianlong Chen
    , Hua Wei
  21. Vision Language Model Helps Private Information De-Identification in Vision Data
    ACL 2025 ·
    Tiejin Chen
    ,
    Pingzhi Li
    ,
    Kaixiong Zhou
    ,
    Tianlong Chen
    , Hua Wei
  22. cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending
    CIKM 2025 ·
    Anirudh Satheesh
    ,
    Keenan Powell
    , Hua Wei
  23. AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes
    CIKM 2024 ·
    Shuxin Zhong
    , Hua Wei,
    Wenjun Lyu
    ,
    Guang Yang
    ,
    Zhiqing Hong
    ,
    Guang Wang
    ,
    Yu Yang
    ,
    Desheng Zhang
  24. CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
    ECML-PKDD 2024 ·
    Longchao Da
    ,
    Chen Chu
    ,
    Weinan Zhang
    , Hua Wei
  25. CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
    SIGKDD 2024 ·
    Jingqing Ruan
    ,
    Ziyue Li
    , Hua Wei,
    Haoyuan Jiang
    ,
    Jiaming Lu
    ,
    Xuantang Xiong
    ,
    Hangyu Mao
    ,
    Rui Zhao
  26. Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
    ICML 2024 ·
    Zhuomin Chen
    ,
    Jiaxing Zhang
    ,
    Jingchao Ni
    ,
    Xiaoting Li
    ,
    Yuchen Bian
    ,
    Md Mezbahul Islam
    ,
    Ananda Mondal
    , Hua Wei,
    Dongsheng Luo
  27. MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
    CIKM 2024 ·
    Qinchen Yang
    ,
    Zejun Xie
    , Hua Wei,
    Desheng Zhang
    ,
    Yu Yang
  28. Probabilistic Offline Policy Ranking with Approximate Bayesian Computation
    AAAI 2024 ·
    Longchao Da
    ,
    Porter Jenkins
    ,
    Trevor Schwantes
    ,
    Jeffrey Dotson
    , Hua Wei
  29. Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning
    AAAI 2024 ·
    Longchao Da
    ,
    Minquan Gao
    ,
    Hao Mei
    , Hua Wei
  30. RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
    NeurIPS 2024 ·
    Jiaxing Zhang
    ,
    Zhuomin Chen
    ,
    Hao Mei
    ,
    Longchao Da
    ,
    Dongsheng Luo
    , Hua Wei
  31. Shaded Route Planning Using Active Segmentation and Identification of Satellite Images
    CIKM 2024 ·
    Longchao Da
    ,
    Rohan Chhibba
    ,
    Rushabh Jaiswal
    ,
    Ariane Middel
    , Hua Wei
  32. Spatial-Temporal PDE Networks for Traffic Flow Forecasting
    ECML-PKDD 2024 ·
    Tianshu Bao
    , Hua Wei,
    Junyi Ji
    ,
    Daniel B. Work
    ,
    Taylor T. Johnson
  33. The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution
    AAAI 2024 ·
    Yuefei Wu
    ,
    Bin Shi
    ,
    Bo Dong
    ,
    Qinghua Zheng
    , Hua Wei
  34. Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
    ICLR 2024 ·
    Xu Zheng
    ,
    Farhad Shirani
    ,
    Tianchun Wang
    ,
    Wei Cheng
    ,
    Zhuomin Chen
    ,
    Haifeng Chen
    , Hua Wei,
    Dongsheng Luo
  35. Uncertainty Regularized Evidential Regression
    AAAI 2024 ·
    Kai Ye
    ,
    Tiejin Chen
    , Hua Wei,
    Liang Zhan
  36. X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
    IJCAI 2024 ·
    Haoyuan Jiang
    ,
    Ziyue Li
    , Hua Wei,
    Xuantang Xiong
    ,
    Jingqing Ruan
    ,
    Jiaming Lu
    ,
    Hangyu Mao
    ,
    Rui Zhao
  37. eTraM: Event-Based Traffic Monitoring Dataset
    CVPR 2024 ·
    Aayush Atul Verma
    ,
    Bharatesh Chakravarthi
    ,
    Arpitsinh Vaghela
    , Hua Wei,
    Yezhou Yang