PPaperPicks

Yanfang Ye

University of Notre Dame, IN, USA

45 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6038-2173 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×5ICML ×5SIGKDD ×5NeurIPS ×4WWW ×4AAAI ×3CHI ×3EACL ×3WSDM ×2ECML-PKDD ×1EMNLP ×1ICDM ×1ICLR ×1IJCAI ×1IUI ×1NAACL ×1NDSS ×1RecSys ×1UAI ×1UIST ×1

Frequent coauthors

Chuxu Zhang
×28
Zheyuan Zhang
×18
Zehong Wang
×18
Tianyi Ma
×13
Nitesh V. Chawla
×9
Zhengqing Yuan
×7
Chaoran Chen
×7
Keerthiram Murugesan
×6
Toby Jia-Jun Li
×6
Yiyue Qian
×6
Zhongyu Ouyang
×5
Chunhui Zhang
×5

Papers

  1. 3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation
    AAAI 2026 ·
    Yunhong He
    ,
    Zhengqing Yuan
    ,
    Zhengzhong Tu
    , Yanfang Ye,
    Lichao Sun
  2. AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
    ACL 2026 ·
    Zheyuan Zhang
    ,
    Kaiwen Shi
    ,
    Zhengqing Yuan
    ,
    Zehong Wang
    ,
    Tianyi Ma
    ,
    Keerthiram Murugesan
    ,
    Vincent Galassi
    ,
    Chuxu Zhang
    , Yanfang Ye
  3. BLURR: A Boosted Low-Resource Inference for Vision-Language-Action Model
    WWW 2026 ·
    Xiaoyu Ma
    ,
    Zhengqing Yuan
    ,
    Zheyuan Zhang
    ,
    Kaiwen Shi
    ,
    Lichao Sun
    , Yanfang Ye
  4. Controllable Graph Generation with Diffusion Models via Inference-Time Tree Search Guidance
    WWW 2026 ·
    Jiachi Zhao
    ,
    Zehong Wang
    ,
    Yamei Liao
    ,
    Chuxu Zhang
    , Yanfang Ye
  5. Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight
    CHI 2026 ·
    Jingyu Tang
    ,
    Chaoran Chen
    ,
    Jiawen Li
    ,
    Zhiping Zhang
    ,
    Bingcan Guo
    ,
    Ibrahim Khalilov
    ,
    Simret Araya Gebreegziabher
    ,
    Bingsheng Yao
    ,
    Dakuo Wang
    , Yanfang Ye,
    Tianshi Li
    ,
    Ziang Xiao
    ,
    Yaxing Yao
    ,
    Toby Jia-Jun Li
  6. Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use
    EACL 2026 ·
    Yiyang Li
    ,
    Zehong Wang
    ,
    Zhengqing Yuan
    ,
    Zheyuan Zhang
    ,
    Keerthiram Murugesan
    ,
    Chuxu Zhang
    , Yanfang Ye
  7. IntraAI: Bridging Human-AI Understanding Through Intelligent Interface Design
    WWW 2026 ·
    Han Bao
    ,
    Yue Huang
    ,
    Xiangliang Zhang
    , Yanfang Ye
  8. MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
    EACL 2026 ·
    Zheyuan Zhang
    ,
    Lin Ge
    ,
    Hongjiang Li
    ,
    Weicheng Zhu
    ,
    Chuxu Zhang
    , Yanfang Ye
  9. My Favorite Streamer is an LLM: Discovering, Bonding, and Co-Creating in AI VTuber Fandom
    CHI 2026 ·
    Jiayi Ye
    ,
    Chaoran Chen
    ,
    Yue Huang
    , Yanfang Ye,
    Toby Jia-Jun Li
    ,
    Xiangliang Zhang
  10. NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering
    EACL 2026 ·
    Kaiwen Shi
    ,
    Zheyuan Zhang
    ,
    Zhengqing Yuan
    ,
    Keerthiram Murugesan
    ,
    Vincent Galassi
    ,
    Chuxu Zhang
    , Yanfang Ye
  11. PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
    ACL 2026 ·
    Han Bao
    ,
    Penghao Zhang
    ,
    Yue Huang
    ,
    Zhengqing Yuan
    ,
    Yanchi Ru
    ,
    S. U. Rui
    ,
    Yujun Zhou
    ,
    Xiangqi Wang
    ,
    Kehan Guo
    ,
    Nitesh V. Chawla
    , Yanfang Ye,
    Xiangliang Zhang
  12. Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions
    AAAI 2026 ·
    Yunhong He
    ,
    Zhengqing Yuan
    ,
    Weixiang Sun
    ,
    Yiyang Li
    ,
    Yixin Liu
    , Yanfang Ye,
    Lichao Sun
  13. What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context
    ACL 2026 ·
    Zhongyu Ouyang
    ,
    Qianlong Wen
    ,
    Chunhui Zhang
    , Yanfang Ye,
    Soroush Vosoughi
  14. Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning
    WSDM 2025 ·
    Yiyue Qian
    ,
    Tianyi Ma
    ,
    Chuxu Zhang
    , Yanfang Ye
  15. AutoData: A Multi-Agent System for Open Web Data Collection
    NeurIPS 2025 ·
    Tianyi Ma
    ,
    Yiyue Qian
    ,
    Zheyuan Zhang
    ,
    Zehong Wang
    ,
    Xiaoye Qian
    ,
    Feifan Bai
    ,
    Yifan Ding
    ,
    Xuwei Luo
    ,
    Shinan Zhang
    ,
    Keerthiram Murugesan
    ,
    Chuxu Zhang
    , Yanfang Ye
  16. AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks
    AAAI 2025 ·
    Shifu Hou
    ,
    Rick Johnson
    ,
    Ramandeep Makhija
    ,
    Lingwei Chen
    , Yanfang Ye
  17. Beyond Message Passing: Neural Graph Pattern Machine
    ICML 2025 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Tianyi Ma
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  18. CLEAR: Towards Contextual LLM-Empowered Privacy Policy Analysis and Risk Generation for Large Language Model Applications
    IUI 2025 ·
    Chaoran Chen
    ,
    Daodao Zhou
    , Yanfang Ye,
    Toby Jia-Jun Li
    ,
    Yaxing Yao
  19. Can LLMs Convert Graphs to Text-Attributed Graphs?
    NAACL 2025 ·
    Zehong Wang
    ,
    Sidney Liu
    ,
    Zheyuan Zhang
    ,
    Tianyi Ma
    ,
    Chuxu Zhang
    , Yanfang Ye
  20. Careful About What App Promotion Ads Recommend! Detecting and Explaining Malware Promotion via App Promotion Graph
    NDSS 2025 ·
    Shang Ma
    ,
    Chaoran Chen
    ,
    Shao Yang
    ,
    Shifu Hou
    ,
    Toby Jia-Jun Li
    ,
    Xusheng Xiao
    ,
    Tao Xie
    , Yanfang Ye
  21. Generative Graph Pattern Machine
    NeurIPS 2025 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Tianyi Ma
    ,
    Chuxu Zhang
    , Yanfang Ye
  22. Graph Foundation Models: Challenges, Methods, and Open Questions
    SIGKDD 2025 ·
    Zehong Wang
    ,
    Chuxu Zhang
    ,
    Jundong Li
    ,
    Nitesh V. Chawla
    , Yanfang Ye
  23. Graph Prompting for Graph Learning Models: Recent Advances and Future Directions
    SIGKDD 2025 ·
    Xingbo Fu
    ,
    Zehong Wang
    ,
    Zihan Chen
    ,
    Jiazheng Li
    ,
    Yaochen Zhu
    ,
    Zhenyu Lei
    ,
    Cong Shen
    , Yanfang Ye,
    Chuxu Zhang
    ,
    Jundong Li
  24. Hypergraph Representation Learning with Adaptive Broadcasting and Receiving
    ICDM 2025 ·
    Tianyi Ma
    ,
    Yiyue Qian
    ,
    Zheyuan Zhang
    ,
    Zehong Wang
    ,
    Shinan Zhang
    ,
    Chuxu Zhang
    , Yanfang Ye
  25. LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection
    ACL 2025 ·
    Tianyi Ma
    ,
    Yiyue Qian
    ,
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Chuxu Zhang
    , Yanfang Ye
  26. MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
    ICML 2025 ·
    Jiazheng Li
    ,
    Lu Yu
    ,
    Qing Cui
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    , Yanfang Ye,
    Chuxu Zhang
  27. MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation
    SIGKDD 2025 ·
    Zheyuan Zhang
    ,
    Zehong Wang
    ,
    Tianyi Ma
    ,
    Varun Sameer Taneja
    ,
    Sofia Nelson
    ,
    Nhi Ha Lan Le
    ,
    Keerthiram Murugesan
    ,
    Mingxuan Ju
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  28. NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
    ACL 2025 ·
    Zheyuan Zhang
    ,
    Yiyang Li
    ,
    Nhi Ha Lan Le
    ,
    Zehong Wang
    ,
    Tianyi Ma
    ,
    Vincent Galassi
    ,
    Keerthiram Murugesan
    ,
    Nuno Moniz
    ,
    Werner Geyer
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  29. Non-parametric Graph Convolution for Re-ranking in Recommendation Systems
    RecSys 2025 ·
    Zhongyu Ouyang
    ,
    Mingxuan Ju
    ,
    Soroush Vosoughi
    , Yanfang Ye
  30. PsyScam: A Benchmark for Psychological Techniques in Real-World Scams
    EMNLP 2025 ·
    Shang Ma
    ,
    Tianyi Ma
    ,
    Jiahao Liu
    ,
    Wei Song
    ,
    Zhenkai Liang
    ,
    Xusheng Xiao
    , Yanfang Ye
  31. Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
    ICML 2025 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Tianyi Ma
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  32. Training MLPs on Graphs without Supervision
    WSDM 2025 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Chuxu Zhang
    , Yanfang Ye
  33. Why am I seeing this: Democratizing End User Auditing for Online Content Recommendations
    UIST 2025 ·
    Chaoran Chen
    ,
    Leyang Li
    ,
    Luke Cao
    , Yanfang Ye,
    Tianshi Li
    ,
    Yaxing Yao
    ,
    Toby Jia-Jun Li
  34. An Empathy-Based Sandbox Approach to Bridge the Privacy Gap among Attitudes, Goals, Knowledge, and Behaviors
    CHI 2024 ·
    Chaoran Chen
    ,
    Weijun Li
    ,
    Wenxin Song
    , Yanfang Ye,
    Yaxing Yao
    ,
    Toby Jia-Jun Li
  35. Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns
    SIGKDD 2024 ·
    Zheyuan Zhang
    ,
    Zehong Wang
    ,
    Shifu Hou
    ,
    Evan Hall
    ,
    Landon Bachman
    ,
    Jasmine White
    ,
    Vincent Galassi
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  36. Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement
    WWW 2024 ·
    Yiyue Qian
    ,
    Tianyi Ma
    ,
    Chuxu Zhang
    , Yanfang Ye
  37. From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
    ICML 2024 ·
    Qianlong Wen
    ,
    Mingxuan Ju
    ,
    Zhongyu Ouyang
    ,
    Chuxu Zhang
    , Yanfang Ye
  38. GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning
    UAI 2024 ·
    Qianlong Wen
    ,
    Zhongyu Ouyang
    ,
    Chunhui Zhang
    ,
    Yiyue Qian
    ,
    Chuxu Zhang
    , Yanfang Ye
  39. GFT: Graph Foundation Model with Transferable Tree Vocabulary
    NeurIPS 2024 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
    , Yanfang Ye
  40. Graph Cross Supervised Learning via Generalized Knowledge
    SIGKDD 2024 ·
    Xiangchi Yuan
    ,
    Yijun Tian
    ,
    Chunhui Zhang
    , Yanfang Ye,
    Nitesh V. Chawla
    ,
    Chuxu Zhang
  41. How Does Message Passing Improve Collaborative Filtering?
    NeurIPS 2024 ·
    Mingxuan Ju
    ,
    William Shiao
    ,
    Zhichun Guo
    , Yanfang Ye,
    Yozen Liu
    ,
    Neil Shah
    ,
    Tong Zhao
  42. Mitigating Emergent Robustness Degradation while Scaling Graph Learning
    ICLR 2024 ·
    Xiangchi Yuan
    ,
    Chunhui Zhang
    ,
    Yijun Tian
    , Yanfang Ye,
    Chuxu Zhang
  43. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    , Yanfang Ye,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  44. Subgraph Pooling: Tackling Negative Transfer on Graphs
    IJCAI 2024 ·
    Zehong Wang
    ,
    Zheyuan Zhang
    ,
    Chuxu Zhang
    , Yanfang Ye
  45. Symbolic Prompt Tuning Completes the App Promotion Graph
    ECML-PKDD 2024 ·
    Zhongyu Ouyang
    ,
    Chunhui Zhang
    ,
    Shifu Hou
    ,
    Shang Ma
    ,
    Chaoran Chen
    ,
    Toby Li
    ,
    Xusheng Xiao
    ,
    Chuxu Zhang
    , Yanfang Ye