PPaperPicks

Yizhou Sun

University of California, Los Angeles, CA, USA

46 papers at tracked venues · 38 at CORE A* · active 2024–2026

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Venues

ICML ×7NeurIPS ×7ACL ×6ICLR ×5SIGKDD ×5AAAI ×4EMNLP ×3NAACL ×3WWW ×3ICCV ×1IJCAI ×1SDM ×1

Frequent coauthors

Wei Wang
×15
Xiao Luo
×11
Zijie Huang
×9
Kai-Wei Chang
×6
Haixin Wang
×5
Zongyu Lin
×5
Guancheng Wan
×4
Wanjia Zhao
×4
Zongyue Qin
×4
Jason Cong
×4
Zhiping Xiao
×4
Yuanzhou Chen
×4

Papers

  1. Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
    ACL 2026 ·
    Eric Hanchen Jiang
    ,
    Levina Li
    ,
    Frank Wan
    ,
    Xiao Liang
    ,
    Sophia Yin
    ,
    Yuchen Wu
    ,
    Xinfeng Li
    , Yizhou Sun,
    Wei Wang
    ,
    Kai-Wei Chang
    ,
    Ying Nian Wu
  2. From Newborn to Impact: Bias-Aware Citation Prediction
    WWW 2026 ·
    Mingfei Lu
    ,
    Mengjia Wu
    ,
    Jiawei Xu
    ,
    Weikai Li
    ,
    Feng Liu
    ,
    Ying Ding
    , Yizhou Sun,
    Jie Lu
    ,
    Yi Zhang
  3. Model AI Assignments 2026
    AAAI 2026 ·
    Todd W. Neller
    ,
    Steve Geinitz
    ,
    Kevin Wang
    ,
    Zach Dodds
    ,
    Nicholas Dodds
    ,
    Ryan O'Connor
    ,
    Aimen Taha
    ,
    Ananta Manoranjan
    ,
    Saurabh Ray
    ,
    Deepak Ajwani
    ,
    Fang Sun
    ,
    Paul Zhang
    ,
    Pranav Subbaraman
    , Yizhou Sun,
    Lisa Dunlap
    ,
    Taehan Kim
    ,
    Deena Sun
    ,
    Ishir Garg
    ,
    Mark Ogata
    ,
    Aakarsh Vermani
    ,
    Narges Norouzi
    ,
    Joseph Gonzalez
    ,
    Varada Kolhatkar
  4. Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
    SIGKDD 2026 ·
    Ruoyan Li
    ,
    Zijie Huang
    ,
    Haixin Wang
    ,
    Guancheng Wan
    , Yizhou Sun,
    Wei Wang
  5. Why Are We Moral? An LLM-based Agent Simulation Approach to the Study of Moral Evolution
    ACL 2026 ·
    Zhou Ziheng
    ,
    Huacong Tang
    ,
    Mingjie Bi
    ,
    Wanying He
    ,
    Fang Sun
    , Yizhou Sun,
    Ying Nian Wu
    ,
    Demetri Terzopoulos
    ,
    Yipeng Kang
    ,
    Fangwei Zhong
  6. Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
    AAAI 2025 ·
    Yanna Ding
    ,
    Zijie Huang
    ,
    Xiao Shou
    ,
    Yihang Guo
    , Yizhou Sun,
    Jianxi Gao
  7. Contradiction Retrieval via Contrastive Learning with Sparsity
    ICML 2025 ·
    Haike Xu
    ,
    Zongyu Lin
    ,
    Kai-Wei Chang
    , Yizhou Sun,
    Piotr Indyk
  8. Do Contemporary Causal Inference Models Capture Real-World Heterogeneity? Findings from a Large-Scale Benchmark
    ICLR 2025 ·
    Haining Yu
    , Yizhou Sun
  9. 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
  10. Dynamic-Width Speculative Beam Decoding for LLM Inference
    AAAI 2025 ·
    Zongyue Qin
    ,
    Zifan He
    ,
    Neha Prakriya
    ,
    Jason Cong
    , Yizhou Sun
  11. 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
  12. Future Matters for Present: Towards Effective Physical Simulation over Meshes
    SIGKDD 2025 ·
    Xiao Luo
    ,
    Junyu Luo
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Carl Ji Yang
    ,
    Ming Zhang
    , Yizhou Sun
  13. HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
    NAACL 2025 ·
    Zifan He
    ,
    Yingqi Cao
    ,
    Zongyue Qin
    ,
    Neha Prakriya
    , Yizhou Sun,
    Jason Cong
  14. Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis
    AAAI 2025 ·
    Weikai Li
    ,
    Ding Wang
    ,
    Zijian Ding
    ,
    Atefeh Sohrabizadeh
    ,
    Zongyue Qin
    ,
    Jason Cong
    , Yizhou Sun
  15. How Do Large Language Models Perform in Dynamical System Modeling
    NAACL 2025 ·
    Xiao Luo
    ,
    Binqi Chen
    ,
    Haixin Wang
    ,
    Zhiping Xiao
    ,
    Ming Zhang
    , Yizhou Sun
  16. How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
    EMNLP 2025 ·
    Xiao Luo
    ,
    Changhu Wang
    , Yizhou Sun,
    Wei Wang
  17. 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
  18. Mixture of In-Context Prompters for Tabular PFNs
    ICLR 2025 ·
    Derek Qiang Xu
    ,
    F. Olcay Cirit
    ,
    Reza Asadi
    , Yizhou Sun,
    Wei Wang
  19. Neural Network Pruning for Invariance Learning
    SIGKDD 2025 ·
    Derek Xu
    ,
    Yuanzhou Chen
    , Yizhou Sun,
    Wei Wang
  20. Open-Set Living Need Prediction with Large Language Models
    ACL 2025 ·
    Xiaochong Lan
    ,
    Jie Feng
    , Yizhou Sun,
    Chen Gao
    ,
    Jiahuan Lei
    ,
    Xinleishi
    ,
    Hengliang Luo
    ,
    Yong Li
  21. Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference
    ICLR 2025 ·
    Zongyue Qin
    ,
    Ziniu Hu
    ,
    Zifan He
    ,
    Neha Prakriya
    ,
    Jason Cong
    , Yizhou Sun
  22. Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, KDD 2025, Toronto, ON, Canada, August 3-7, 2025
    SIGKDD 2025 · Yizhou Sun,
    Flavio Chierichetti
    ,
    Hady W. Lauw
    ,
    Claudia Perlich
    ,
    Wee Hyong Tok
    ,
    Andrew Tomkins
  23. Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025
    SIGKDD 2025 ·
    Luiza Antonie
    ,
    Jian Pei
    ,
    Xiaohui Yu
    ,
    Flavio Chierichetti
    ,
    Hady W. Lauw
    , Yizhou Sun,
    Srinivasan Parthasarathy
  24. 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
  25. QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
    ICML 2025 ·
    Zongyu Lin
    ,
    Yao Tang
    ,
    Xingcheng Yao
    ,
    Da Yin
    ,
    Ziniu Hu
    , Yizhou Sun,
    Kai-Wei Chang
  26. Rethink GraphODE Generalization within Coupled Dynamical System
    ICML 2025 ·
    Guancheng Wan
    ,
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Xiao Luo
    , Yizhou Sun,
    Wei Wang
  27. STIV: Scalable Text and Image Conditioned Video Generation
    ICCV 2025 ·
    Zongyu Lin
    ,
    Wei Liu
    ,
    Chen Chen
    ,
    Jiasen Lu
    ,
    Wenze Hu
    ,
    Tsu-Jui Fu
    ,
    Jesse Allardice
    ,
    Zhengfeng Lai
    ,
    Liangchen Song
    ,
    Bowen Zhang
    ,
    Cha Chen
    ,
    Yiran Fei
    ,
    Lezhi Li
    ,
    Yinfei Yang
    , Yizhou Sun,
    Kai-Wei Chang
  28. Symmetry-Preserving Conformer Ensemble Networks for Molecular Representation Learning
    NeurIPS 2025 ·
    Yanqiao Zhu
    ,
    Yidan Shi
    ,
    Yuanzhou Chen
    ,
    Fang Sun
    , Yizhou Sun,
    Wei Wang
  29. V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
    ACL 2025 ·
    Zongyu Lin
    ,
    Zhikun Xu
    ,
    Xiaohan Song
    ,
    Yixin Wan
    ,
    Xingcheng Yao
    ,
    Tsung-Han Lin
    ,
    Selina Song
    ,
    Pranav Subbaraman
    ,
    Ben Zhou
    ,
    Kai-Wei Chang
    , Yizhou Sun
  30. VideoPhy: Evaluating Physical Commonsense for Video Generation
    ICLR 2025 ·
    Hritik Bansal
    ,
    Zongyu Lin
    ,
    Tianyi Xie
    ,
    Zeshun Zong
    ,
    Michal Yarom
    ,
    Yonatan Bitton
    ,
    Chenfanfu Jiang
    , Yizhou Sun,
    Kai-Wei Chang
    ,
    Aditya Grover
  31. A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (Extended Abstract)
    IJCAI 2024 ·
    Song Jiang
    ,
    Qiyue Yao
    ,
    Qifan Wang
    , Yizhou Sun
  32. 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
  33. FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
    ACL 2024 ·
    Fred Xu
    ,
    Song Jiang
    ,
    Zijie Huang
    ,
    Xiao Luo
    ,
    Shichang Zhang
    ,
    Yuanzhou Chen
    , Yizhou Sun
  34. Fast Inference of Removal-Based Node Influence
    WWW 2024 ·
    Weikai Li
    ,
    Zhiping Xiao
    ,
    Xiao Luo
    , Yizhou Sun
  35. Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
    NeurIPS 2024 ·
    Arvind Vepa
    ,
    Zukang Yang
    ,
    Andrew Choi
    ,
    Jungseock Joo
    ,
    Fabien Scalzo
    , Yizhou Sun
  36. Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks
    SDM 2024 ·
    Yewen Wang
    ,
    Shichang Zhang
    ,
    John (Junghoo) Cho
    , Yizhou Sun
  37. 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
  38. Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
    ICML 2024 ·
    Arjun Subramonian
    ,
    Levent Sagun
    , Yizhou Sun
  39. Non-Euclidean Mixture Model for Social Network Embedding
    NeurIPS 2024 ·
    Roshni G. Iyer
    ,
    Yewen Wang
    ,
    Wei Wang
    , Yizhou Sun
  40. PGODE: Towards High-quality System Dynamics Modeling
    ICML 2024 ·
    Xiao Luo
    ,
    Yiyang Gu
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Jinsheng Huang
    ,
    Wei Ju
    ,
    Zhiping Xiao
    ,
    Ming Zhang
    , Yizhou Sun
  41. 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
  42. Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
    ICML 2024 ·
    Haoyu Li
    ,
    Shichang Zhang
    ,
    Longwen Tang
    ,
    Mathieu Bauchy
    , Yizhou Sun
  43. RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
    NAACL 2024 ·
    Song Jiang
    ,
    Zahra Shakeri
    ,
    Aaron Chan
    ,
    Maziar Sanjabi
    ,
    Hamed Firooz
    ,
    Yinglong Xia
    ,
    Bugra Akyildiz
    , Yizhou Sun,
    Jinchao Li
    ,
    Qifan Wang
    ,
    Asli Celikyilmaz
  44. 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
  45. Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
    EMNLP 2024 ·
    Kewei Cheng
    ,
    Nesreen K. Ahmed
    ,
    Theodore L. Willke
    , Yizhou Sun
  46. Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
    NeurIPS 2024 ·
    Arjun Subramonian
    ,
    Jian Kang
    , Yizhou Sun