PPaperPicks

Wei Wang

University of California, Los Angeles, Department of Computer Science, Los Angeles, CA, USA

44 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8180-2886 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×9ACL ×7EMNLP ×6NAACL ×4AAAI ×3ICML ×3InterSpeech ×3SIGKDD ×3ICLR ×2CIKM ×1ICDE ×1WSDM ×1WWW ×1

Frequent coauthors

Yizhou Sun
×15
Mingyu Derek Ma
×10
Zijie Huang
×8
Xiao Luo
×7
Nanyun Peng
×7
Xiusi Chen
×6
Haixin Wang
×5
Kai-Wei Chang
×5
Guancheng Wan
×4
Wanjia Zhao
×4
Yijia Xiao
×4
Junkai Zhang
×4

Papers

  1. Beyond Sentence-level Labels: Integrating Conversational Context and Personal Experience for Natural Emotional Expression
    ACL 2026 ·
    Haiyang Sun
    ,
    Chenyang Le
    , Wei Wang,
    Leying Zhang
    ,
    Chuang Li
    ,
    Bing Han
    ,
    Chenda Li
    ,
    Mengxiao Bi
    ,
    Yanmin Qian
  2. Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
    SIGKDD 2026 ·
    Ruoyan Li
    ,
    Zijie Huang
    ,
    Haixin Wang
    ,
    Guancheng Wan
    ,
    Yizhou Sun
    , Wei Wang
  3. Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
    ACL 2026 ·
    Renliang Sun
    ,
    Wei Cheng
    ,
    Dawei Li
    ,
    Haifeng Chen
    , Wei Wang
  4. Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
    ACL 2026 ·
    Yifan Yang
    ,
    Bing Han
    ,
    Hui Wang
    , Wei Wang,
    Ziyang Ma
    ,
    Long Zhou
    ,
    Zengrui Jin
    ,
    Guanrou Yang
    ,
    Tianrui Wang
    ,
    Xu Tan
    ,
    Xie Chen
  5. Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation
    WSDM 2025 ·
    Yijun Tian
    ,
    Yikun Han
    ,
    Xiusi Chen
    , Wei Wang,
    Nitesh V. Chawla
  6. Don't Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
    NeurIPS 2025 ·
    Zitong Shi
    ,
    Frank Wan
    ,
    Haixin Wang
    ,
    Ruoyan Li
    ,
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Yijia Xiao
    ,
    Xiao Luo
    ,
    Carl Yang
    ,
    Yizhou Sun
    , Wei Wang
  7. Flow Field Reconstruction with Sensor Placement Policy Learning
    NeurIPS 2025 ·
    Ruoyan Li
    ,
    Guancheng Wan
    ,
    Zijie Huang
    ,
    Zixiao Liu
    ,
    Haixin Wang
    ,
    Xiao Luo
    , Wei Wang,
    Yizhou Sun
  8. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
    ICML 2025 ·
    Jiashu He
    ,
    Mingyu Derek Ma
    ,
    Jinxuan Fan
    ,
    Dan Roth
    , Wei Wang,
    Alejandro Ribeiro
  9. How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
    EMNLP 2025 ·
    Xiao Luo
    ,
    Changhu Wang
    ,
    Yizhou Sun
    , Wei Wang
  10. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
    ACL 2025 ·
    Mingyu Derek Ma
    ,
    Yanna Ding
    ,
    Zijie Huang
    ,
    Jianxi Gao
    ,
    Yizhou Sun
    , Wei Wang
  11. Interspeech 2025 URGENT Speech Enhancement Challenge
    InterSpeech 2025 ·
    Kohei Saijo
    ,
    Wangyou Zhang
    ,
    Samuele Cornell
    ,
    Robin Scheibler
    ,
    Chenda Li
    ,
    Zhaoheng Ni
    ,
    Anurag Kumar
    ,
    Marvin Sach
    ,
    Yihui Fu
    , Wei Wang,
    Tim Fingscheidt
    ,
    Shinji Watanabe
  12. Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
    InterSpeech 2025 ·
    Wangyou Zhang
    ,
    Kohei Saijo
    ,
    Samuele Cornell
    ,
    Robin Scheibler
    ,
    Chenda Li
    ,
    Zhaoheng Ni
    ,
    Anurag Kumar
    ,
    Marvin Sach
    , Wei Wang,
    Yihui Fu
    ,
    Shinji Watanabe
    ,
    Tim Fingscheidt
    ,
    Yanmin Qian
  13. Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
    AAAI 2025 ·
    Mingyu Derek Ma
    ,
    Xiaoxuan Wang
    ,
    Yijia Xiao
    ,
    Anthony Cuturrufo
    ,
    Vijay S. Nori
    ,
    Eran Halperin
    , Wei Wang
  14. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
    ,
    Zian Jia
    ,
    Minqian Liu
    ,
    Wangzhi Zhan
    ,
    Junkai Zhang
    ,
    Xiaofei Wen
    ,
    Jingru Gan
    ,
    Jianpeng Chen
    ,
    Qin Liu
    ,
    Mingyu Derek Ma
    ,
    Bangzheng Li
    ,
    Haohui Wang
    ,
    Adithya Kulkarni
    ,
    Muhao Chen
    ,
    Dawei Zhou
    ,
    Ling Li
    , Wei Wang,
    Lifu Huang
  15. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    SIGKDD 2025 ·
    Jianpeng Chen
    ,
    Wangzhi Zhan
    ,
    Haohui Wang
    ,
    Zian Jia
    ,
    Jingru Gan
    ,
    Junkai Zhang
    ,
    Jingyuan Qi
    ,
    Tingwei Chen
    ,
    Lifu Huang
    ,
    Muhao Chen
    ,
    Ling Li
    , Wei Wang,
    Dawei Zhou
  16. Mixture of In-Context Prompters for Tabular PFNs
    ICLR 2025 ·
    Derek Qiang Xu
    ,
    F. Olcay Cirit
    ,
    Reza Asadi
    ,
    Yizhou Sun
    , Wei Wang
  17. Neural Network Pruning for Invariance Learning
    SIGKDD 2025 ·
    Derek Xu
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
    , Wei Wang
  18. OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
    NeurIPS 2025 ·
    Yihe Deng
    ,
    Hritik Bansal
    ,
    Fan Yin
    ,
    Nanyun Peng
    , Wei Wang,
    Kai-Wei Chang
  19. Protein Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Yijia Xiao
    ,
    Wanjia Zhao
    ,
    Junkai Zhang
    ,
    Yiqiao Jin
    ,
    Han Zhang
    ,
    Zhicheng Ren
    ,
    Renliang Sun
    ,
    Haixin Wang
    ,
    Guancheng Wan
    ,
    Pan Lu
    ,
    Xiao Luo
    ,
    Yu Zhang
    ,
    James Zou
    ,
    Yizhou Sun
    , Wei Wang
  20. Ranking and Selection of Bias Words for Contextual Bias Speech Recognition
    InterSpeech 2025 ·
    Haoxiang Hou
    ,
    Xun Gong
    ,
    Wangyou Zhang
    , Wei Wang,
    Yanmin Qian
  21. Rethink GraphODE Generalization within Coupled Dynamical System
    ICML 2025 ·
    Guancheng Wan
    ,
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Xiao Luo
    ,
    Yizhou Sun
    , Wei Wang
  22. Symmetry-Preserving Conformer Ensemble Networks for Molecular Representation Learning
    NeurIPS 2025 ·
    Yanqiao Zhu
    ,
    Yidan Shi
    ,
    Yuanzhou Chen
    ,
    Fang Sun
    ,
    Yizhou Sun
    , Wei Wang
  23. Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
    NeurIPS 2025 ·
    Ching Chang
    ,
    Jeehyun Hwang
    ,
    Yidan Shi
    ,
    Haixin Wang
    , Wei Wang,
    Wen-Chih Peng
    ,
    Tien-Fu Chen
  24. A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
    EMNLP 2024 ·
    Yu Zhang
    ,
    Xiusi Chen
    ,
    Bowen Jin
    ,
    Sheng Wang
    ,
    Shuiwang Ji
    , Wei Wang,
    Jiawei Han
  25. Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
    WWW 2024 ·
    Zijie Huang
    ,
    Jeehyun Hwang
    ,
    Junkai Zhang
    ,
    Jinwoo Baik
    ,
    Weitong Zhang
    ,
    Dominik Wodarz
    ,
    Yizhou Sun
    ,
    Quanquan Gu
    , Wei Wang
  26. Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly
    ICDE 2024 ·
    Alexander K. Taylor
    ,
    Yicong Huang
    ,
    Junheng Hao
    ,
    Xinyuan Lin
    ,
    Xiusi Chen
    , Wei Wang,
    Chen Li
  27. Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
    EMNLP 2024 ·
    Yanchen Liu
    ,
    Mingyu Derek Ma
    ,
    Wenna Qin
    ,
    Azure Zhou
    ,
    Jiaao Chen
    ,
    Weiyan Shi
    , Wei Wang,
    Diyi Yang
  28. Enhancing Large Vision Language Models with Self-Training on Image Comprehension
    NeurIPS 2024 ·
    Yihe Deng
    ,
    Pan Lu
    ,
    Fan Yin
    ,
    Ziniu Hu
    ,
    Sheng Shen
    ,
    Quanquan Gu
    ,
    James Y. Zou
    ,
    Kai-Wei Chang
    , Wei Wang
  29. Event Detection from Social Media for Epidemic Prediction
    NAACL 2024 ·
    Tanmay Parekh
    ,
    Anh Mac
    ,
    Jiarui Yu
    ,
    Yuxuan Dong
    ,
    Syed Shahriar
    ,
    Bonnie Liu
    ,
    Eric Yang
    ,
    Kuan-Hao Huang
    , Wei Wang,
    Nanyun Peng
    ,
    Kai-Wei Chang
  30. GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
    NeurIPS 2024 ·
    Yihe Deng
    ,
    Chenchen Ye
    ,
    Zijie Huang
    ,
    Mingyu Derek Ma
    ,
    Yiwen Kou
    , Wei Wang
  31. Improving Event Definition Following For Zero-Shot Event Detection
    ACL 2024 ·
    Zefan Cai
    ,
    Po-Nien Kung
    ,
    Ashima Suvarna
    ,
    Mingyu Derek Ma
    ,
    Hritik Bansal
    ,
    Baobao Chang
    ,
    P. Jeffrey Brantingham
    , Wei Wang,
    Nanyun Peng
  32. IterAlign: Iterative Constitutional Alignment of Large Language Models
    NAACL 2024 ·
    Xiusi Chen
    ,
    Hongzhi Wen
    ,
    Sreyashi Nag
    ,
    Chen Luo
    ,
    Qingyu Yin
    ,
    Ruirui Li
    ,
    Zheng Li
    , Wei Wang
  33. Large Language Models Can Be Contextual Privacy Protection Learners
    EMNLP 2024 ·
    Yijia Xiao
    ,
    Yiqiao Jin
    ,
    Yushi Bai
    ,
    Yue Wu
    ,
    Xianjun Yang
    ,
    Xiao Luo
    ,
    Wenchao Yu
    ,
    Xujiang Zhao
    ,
    Yanchi Liu
    ,
    Quanquan Gu
    ,
    Haifeng Chen
    , Wei Wang,
    Wei Cheng
  34. Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
    ICLR 2024 ·
    Yanqiao Zhu
    ,
    Jeehyun Hwang
    ,
    Keir Adams
    ,
    Zhen Liu
    ,
    Bozhao Nan
    ,
    Brock Stenfors
    ,
    Yuanqi Du
    ,
    Jatin Chauhan
    ,
    Olaf Wiest
    ,
    Olexandr Isayev
    ,
    Connor W. Coley
    ,
    Yizhou Sun
    , Wei Wang
  35. MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    AAAI 2024 ·
    Mingyu Derek Ma
    ,
    Alexander K. Taylor
    ,
    Nuan Wen
    ,
    Yanchen Liu
    ,
    Po-Nien Kung
    ,
    Wenna Qin
    ,
    Shicheng Wen
    ,
    Azure Zhou
    ,
    Diyi Yang
    ,
    Xuezhe Ma
    ,
    Nanyun Peng
    , Wei Wang
  36. MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
    ACL 2024 ·
    Xiusi Chen
    ,
    Jyun-Yu Jiang
    ,
    Wei-Cheng Chang
    ,
    Cho-Jui Hsieh
    ,
    Hsiang-Fu Yu
    , Wei Wang
  37. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    NAACL 2024 ·
    Mingyu Derek Ma
    ,
    Jiun-Yu Kao
    ,
    Arpit Gupta
    ,
    Yu-Hsiang Lin
    ,
    Wenbo Zhao
    ,
    Tagyoung Chung
    , Wei Wang,
    Kai-Wei Chang
    ,
    Nanyun Peng
  38. Non-Euclidean Mixture Model for Social Network Embedding
    NeurIPS 2024 ·
    Roshni G. Iyer
    ,
    Yewen Wang
    , Wei Wang,
    Yizhou Sun
  39. Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
    NeurIPS 2024 ·
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Jingdong Gao
    ,
    Ziniu Hu
    ,
    Xiao Luo
    ,
    Yadi Cao
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
    , Wei Wang
  40. PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion
    CIKM 2024 ·
    Xiusi Chen
    ,
    Wei-Yao Wang
    ,
    Ziniu Hu
    ,
    David Reynoso
    ,
    Kun Jin
    ,
    Mingyan Liu
    ,
    P. Jeffrey Brantingham
    , Wei Wang
  41. SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    EMNLP 2024 ·
    Tanmay Parekh
    ,
    Jeffrey Kwan
    ,
    Jiarui Yu
    ,
    Sparsh Johri
    ,
    Hyosang Ahn
    ,
    Sreya Muppalla
    ,
    Kai-Wei Chang
    , Wei Wang,
    Nanyun Peng
  42. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    AAAI 2024 ·
    Mingyu Derek Ma
    ,
    Xiaoxuan Wang
    ,
    Po-Nien Kung
    ,
    P. Jeffrey Brantingham
    ,
    Nanyun Peng
    , Wei Wang
  43. SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
    ICML 2024 ·
    Xiaoxuan Wang
    ,
    Ziniu Hu
    ,
    Pan Lu
    ,
    Yanqiao Zhu
    ,
    Jieyu Zhang
    ,
    Satyen Subramaniam
    ,
    Arjun R. Loomba
    ,
    Shichang Zhang
    ,
    Yizhou Sun
    , Wei Wang
  44. The PGNSC Benchmark: How Do We Predict Where Information Spreads?
    ACL 2024 ·
    Alexander Taylor
    , Wei Wang