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Jingrui He

University of Illinois at Urbana-Champaign, IL, USA

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

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Venues

ACL ×8NeurIPS ×8SIGKDD ×7ICLR ×6WWW ×6ICML ×5CIKM ×3AISTATS ×2EMNLP ×2ICCV ×2AAAI ×1EACL ×1ICDE ×1SIGIR ×1WSDM ×1

Frequent coauthors

Hanghang Tong
×21
Tianxin Wei
×18
Dongqi Fu
×12
Zihao Li
×12
Ruizhong Qiu
×9
Zhining Liu
×9
Yada Zhu
×9
Yikun Ban
×9
Zhichen Zeng
×7
Wenxuan Bao
×7
Jiaru Zou
×7
Lecheng Zheng
×7

Papers

  1. AdaFuse: Adaptive Ensemble Decoding for Large Language Models
    ACL 2026 ·
    Chengming Cui
    ,
    Tianxin Wei
    ,
    Ziyi Chen
    ,
    Ruizhong Qiu
    ,
    Zhichen Zeng
    ,
    Zhining Liu
    ,
    Xuying Ning
    ,
    Duo Zhou
    , Jingrui He
  2. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
    ACL 2026 ·
    Guangwei Zhang
    ,
    Jianing Zhu
    ,
    Cheng Qian
    ,
    Neil Zhenqiang Gong
    ,
    Rada Mihalcea
    ,
    Zhaozhuo Xu
    , Jingrui He,
    Jiaqi W. Ma
    ,
    Chaowei Xiao
    ,
    Bo Li
    ,
    Ahmed Abbasi
    ,
    Dongwon Lee
    ,
    Heng Ji
    ,
    Denghui Zhang
  3. FeDecider: An LLM-Based Framework for Federated Cross-Domain Recommendation
    WWW 2026 ·
    Xinrui He
    ,
    Ting-Wei Li
    ,
    Tianxin Wei
    ,
    Xuying Ning
    ,
    Xinyu He
    ,
    Wenxuan Bao
    ,
    Hanghang Tong
    , Jingrui He
  4. Harnessing Consistency for Robust Test-Time LLM Ensemble
    EACL 2026 ·
    Zhichen Zeng
    ,
    Qi Yu
    ,
    Xiao Lin
    ,
    Ruizhong Qiu
    ,
    Xuying Ning
    ,
    Tianxin Wei
    ,
    Yuchen Yan
    , Jingrui He,
    Hanghang Tong
  5. Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
    ACL 2026 ·
    Yuanchen Bei
    ,
    Tianxin Wei
    ,
    Xuying Ning
    ,
    Yanjun Zhao
    ,
    Zhining Liu
    ,
    Xiao Lin
    ,
    Yada Zhu
    ,
    Hendrik F. Hamann
    , Jingrui He,
    Hanghang Tong
  6. PAPERMIND: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs
    ACL 2026 ·
    Yanjun Zhao
    ,
    Tianxin Wei
    ,
    Jiaru Zou
    ,
    Xuying Ning
    ,
    Yuanchen Bei
    ,
    Lingjie Chen
    ,
    Simmi Rana
    ,
    Wendy H. Yang
    ,
    Hanghang Tong
    , Jingrui He
  7. Panda: Test-Time Adaptation with Negative Data Augmentation
    AAAI 2026 ·
    Ruxi Deng
    ,
    Wenxuan Bao
    ,
    Tianxin Wei
    , Jingrui He
  8. PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis
    SIGKDD 2026 ·
    Xinyu He
    ,
    Chenhan Xiao
    ,
    Haoran Li
    ,
    Ruizhong Qiu
    ,
    Zhe Xu
    ,
    Yang Weng
    , Jingrui He,
    Hanghang Tong
  9. Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
    ACL 2026 ·
    Haobo Xu
    ,
    Sirui Chen
    ,
    Ruizhong Qiu
    ,
    Yuchen Yan
    ,
    Chen Luo
    ,
    Monica Xiao Cheng
    , Jingrui He,
    Hanghang Tong
  10. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
    ACL 2026 ·
    Jiaru Zou
    ,
    Dongqi Fu
    ,
    Sirui Chen
    ,
    Xinrui He
    ,
    Zihao Li
    ,
    Yada Zhu
    ,
    Jiawei Han
    , Jingrui He
  11. APEX2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs
    SIGKDD 2025 ·
    Zihao Li
    ,
    Dongqi Fu
    ,
    Mengting Ai
    , Jingrui He
  12. Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
    ICML 2025 ·
    Zhining Liu
    ,
    Ze Yang
    ,
    Xiao Lin
    ,
    Ruizhong Qiu
    ,
    Tianxin Wei
    ,
    Yada Zhu
    ,
    Hendrik F. Hamann
    , Jingrui He,
    Hanghang Tong
  13. CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
    NeurIPS 2025 ·
    Zhining Liu
    ,
    Zihao Li
    ,
    Ze Yang
    ,
    Tianxin Wei
    ,
    Jian Kang
    ,
    Yada Zhu
    ,
    Hendrik F. Hamann
    , Jingrui He,
    Hanghang Tong
  14. Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
    ACL 2025 ·
    Zihao Li
    ,
    Lecheng Zheng
    ,
    Bowen Jin
    ,
    Dongqi Fu
    ,
    Baoyu Jing
    ,
    Yikun Ban
    , Jingrui He,
    Jiawei Han
  15. ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method
    CIKM 2025 ·
    Dongqi Fu
    ,
    Yada Zhu
    ,
    Zhining Liu
    ,
    Lecheng Zheng
    ,
    Xiao Lin
    ,
    Zihao Li
    ,
    Liri Fang
    ,
    Katherine Tieu
    ,
    Onkar Bhardwaj
    ,
    Kommy Weldemariam
    ,
    Hanghang Tong
    ,
    Hendrik F. Hamann
    , Jingrui He
  16. Cluster Aware Graph Anomaly Detection
    WWW 2025 ·
    Lecheng Zheng
    ,
    John R. Birge
    ,
    Haiyue Wu
    ,
    Yifang Zhang
    , Jingrui He
  17. Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
    SIGKDD 2025 ·
    Tianxin Wei
    ,
    Yifan Chen
    ,
    Xinrui He
    ,
    Wenxuan Bao
    , Jingrui He
  18. Dataset Distillation via the Wasserstein Metric
    ICCV 2025 ·
    Haoyang Liu
    ,
    Yijiang Li
    ,
    Tiancheng Xing
    ,
    Peiran Wang
    ,
    Vibhu Dalal
    ,
    Luwei Li
    , Jingrui He,
    Haohan Wang
  19. Graph4MM: Weaving Multimodal Learning with Structural Information
    ICML 2025 ·
    Xuying Ning
    ,
    Dongqi Fu
    ,
    Tianxin Wei
    ,
    Wujiang Xu
    , Jingrui He
  20. Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem
    AISTATS 2025 ·
    Katherine Tieu
    ,
    Dongqi Fu
    ,
    Jun Wu
    , Jingrui He
  21. LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation
    ACL 2025 ·
    Xinrui He
    ,
    Yikun Ban
    ,
    Jiaru Zou
    ,
    Tianxin Wei
    ,
    Curtiss B. Cook
    , Jingrui He
  22. Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning
    ICCV 2025 ·
    Wenxuan Bao
    ,
    Ruxi Deng
    ,
    Ruizhong Qiu
    ,
    Tianxin Wei
    ,
    Hanghang Tong
    , Jingrui He
  23. Learnable Spatial-Temporal Positional Encoding for Link Prediction
    ICML 2025 ·
    Katherine Tieu
    ,
    Dongqi Fu
    ,
    Zihao Li
    ,
    Ross Maciejewski
    , Jingrui He
  24. Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs
    EMNLP 2025 ·
    Yunzhe Qi
    ,
    Jinjin Tian
    ,
    Tianci Liu
    ,
    Ruirui Li
    ,
    Tianxin Wei
    ,
    Hui Liu
    ,
    Xianfeng Tang
    ,
    Monica Xiao Cheng
    , Jingrui He
  25. Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation
    ICLR 2025 ·
    Wenxuan Bao
    ,
    Zhichen Zeng
    ,
    Zhining Liu
    ,
    Hanghang Tong
    , Jingrui He
  26. Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions
    NeurIPS 2025 ·
    Wenxuan Bao
    ,
    Ruxi Deng
    , Jingrui He
  27. Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity
    EMNLP 2025 ·
    Zihao Li
    ,
    Feihao Fang
    ,
    Xitong Zhang
    ,
    Jiaru Zou
    ,
    Zhining Liu
    ,
    Wei Xiong
    ,
    Ziwei Wu
    ,
    Baoyu Jing
    , Jingrui He
  28. PyG-SSL: A Graph Self-Supervised Learning Toolkit
    CIKM 2025 ·
    Lecheng Zheng
    ,
    Baoyu Jing
    ,
    Zihao Li
    ,
    Zhichen Zeng
    ,
    Tianxin Wei
    ,
    Mengting Ai
    ,
    Xinrui He
    ,
    Lihui Liu
    ,
    Dongqi Fu
    ,
    Jiaxuan You
    ,
    Hanghang Tong
    , Jingrui He
  29. ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
    NeurIPS 2025 ·
    Jiaru Zou
    ,
    Ling Yang
    ,
    Jingwen Gu
    ,
    Jiahao Qiu
    ,
    Ke Shen
    , Jingrui He,
    Mengdi Wang
  30. ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration
    SIGKDD 2025 ·
    Mengting Ai
    ,
    Tianxin Wei
    ,
    Yifan Chen
    ,
    Zhichen Zeng
    ,
    Ritchie Zhao
    ,
    Girish Varatkar
    ,
    Bita Darvish Rouhani
    ,
    Xianfeng Tang
    ,
    Hanghang Tong
    , Jingrui He
  31. Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency
    ICLR 2025 ·
    Xinyu He
    ,
    Dongqi Fu
    ,
    Hanghang Tong
    ,
    Ross Maciejewski
    , Jingrui He
  32. Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
    NeurIPS 2025 ·
    Jiaru Zou
    ,
    Yikun Ban
    ,
    Zihao Li
    ,
    Yunzhe Qi
    ,
    Ruizhong Qiu
    ,
    Ling Yang
    , Jingrui He
  33. Automated Contrastive Learning Strategy Search for Time Series
    CIKM 2024 ·
    Baoyu Jing
    ,
    Yansen Wang
    ,
    Guoxin Sui
    ,
    Jing Hong
    , Jingrui He,
    Yuqing Yang
    ,
    Dongsheng Li
    ,
    Kan Ren
  34. BOBA: Byzantine-Robust Federated Learning with Label Skewness
    AISTATS 2024 ·
    Wenxuan Bao
    ,
    Jun Wu
    , Jingrui He
  35. Class-Imbalanced Graph Learning without Class Rebalancing
    ICML 2024 ·
    Zhining Liu
    ,
    Ruizhong Qiu
    ,
    Zhichen Zeng
    ,
    Hyunsik Yoo
    ,
    David Zhou
    ,
    Zhe Xu
    ,
    Yada Zhu
    ,
    Kommy Weldemariam
    , Jingrui He,
    Hanghang Tong
  36. Co-clustering for Federated Recommender System
    WWW 2024 ·
    Xinrui He
    ,
    Shuo Liu
    ,
    Jacky Keung
    , Jingrui He
  37. Contextual Bandits with Online Neural Regression
    ICLR 2024 ·
    Rohan Deb
    ,
    Yikun Ban
    ,
    Shiliang Zuo
    , Jingrui He,
    Arindam Banerjee
  38. Distributional Network of Networks for Modeling Data Heterogeneity
    SIGKDD 2024 ·
    Jun Wu
    , Jingrui He,
    Hanghang Tong
  39. FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes
    WSDM 2024 ·
    Haonan Wang
    ,
    Ziwei Wu
    , Jingrui He
  40. Fairgen: Towards Fair Graph Generation
    ICDE 2024 ·
    Lecheng Zheng
    ,
    Dawei Zhou
    ,
    Hanghang Tong
    ,
    Jiejun Xu
    ,
    Yada Zhu
    , Jingrui He
  41. Graph Mixup on Approximate Gromov-Wasserstein Geodesics
    ICML 2024 ·
    Zhichen Zeng
    ,
    Ruizhong Qiu
    ,
    Zhe Xu
    ,
    Zhining Liu
    ,
    Yuchen Yan
    ,
    Tianxin Wei
    ,
    Lei Ying
    , Jingrui He,
    Hanghang Tong
  42. Heterogeneous Contrastive Learning for Foundation Models and Beyond
    SIGKDD 2024 ·
    Lecheng Zheng
    ,
    Baoyu Jing
    ,
    Zihao Li
    ,
    Hanghang Tong
    , Jingrui He
  43. MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems
    WWW 2024 ·
    Lecheng Zheng
    ,
    Zhengzhang Chen
    , Jingrui He,
    Haifeng Chen
  44. Meta Clustering of Neural Bandits
    SIGKDD 2024 ·
    Yikun Ban
    ,
    Yunzhe Qi
    ,
    Tianxin Wei
    ,
    Lihui Liu
    , Jingrui He
  45. Neural Active Learning Beyond Bandits
    ICLR 2024 ·
    Yikun Ban
    ,
    Ishika Agarwal
    ,
    Ziwei Wu
    ,
    Yada Zhu
    ,
    Kommy Weldemariam
    ,
    Hanghang Tong
    , Jingrui He
  46. Neural Contextual Bandits for Personalized Recommendation
    WWW 2024 ·
    Yikun Ban
    ,
    Yunzhe Qi
    , Jingrui He
  47. PageRank Bandits for Link Prediction
    NeurIPS 2024 ·
    Yikun Ban
    ,
    Jiaru Zou
    ,
    Zihao Li
    ,
    Yunzhe Qi
    ,
    Dongqi Fu
    ,
    Jian Kang
    ,
    Hanghang Tong
    , Jingrui He
  48. Robust Neural Contextual Bandit against Adversarial Corruptions
    NeurIPS 2024 ·
    Yunzhe Qi
    ,
    Yikun Ban
    ,
    Arindam Banerjee
    , Jingrui He
  49. SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
    SIGIR 2024 ·
    Zihao Li
    ,
    Yuyi Ao
    , Jingrui He
  50. Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
    NeurIPS 2024 ·
    Katherine Tieu
    ,
    Dongqi Fu
    ,
    Yada Zhu
    ,
    Hendrik F. Hamann
    , Jingrui He
  51. Towards Editing Time Series
    NeurIPS 2024 ·
    Baoyu Jing
    ,
    Shuqi Gu
    ,
    Tianyu Chen
    ,
    Zhiyu Yang
    ,
    Dongsheng Li
    , Jingrui He,
    Kan Ren
  52. Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
    ICLR 2024 ·
    Tianxin Wei
    ,
    Bowen Jin
    ,
    Ruirui Li
    ,
    Hansi Zeng
    ,
    Zhengyang Wang
    ,
    Jianhui Sun
    ,
    Qingyu Yin
    ,
    Hanqing Lu
    ,
    Suhang Wang
    , Jingrui He,
    Xianfeng Tang
  53. TrustLOG: The Second Workshop on Trustworthy Learning on Graphs
    WWW 2024 · Jingrui He,
    Jian Kang
    ,
    Fatemeh Nargesian
    ,
    Haohui Wang
    ,
    An Zhang
    ,
    Dawei Zhou
  54. VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
    ICLR 2024 ·
    Dongqi Fu
    ,
    Zhigang Hua
    ,
    Yan Xie
    ,
    Jin Fang
    ,
    Si Zhang
    ,
    Kaan Sancak
    ,
    Hao Wu
    ,
    Andrey Malevich
    , Jingrui He,
    Bo Long