PPaperPicks

Yada Zhu

22 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ACL ×4ICLR ×3ICML ×3NeurIPS ×3SIGKDD ×3NAACL ×2AAAI ×1CIKM ×1EACL ×1ICDE ×1

Frequent coauthors

Jingrui He
×9
Hanghang Tong
×9
Zhining Liu
×6
Hendrik F. Hamann
×6
Dongqi Fu
×4
Xiaojie Guo
×4
Tianxin Wei
×3
Xiao Lin
×3
Zihao Li
×3
Yang Zhang
×3
Ruizhong Qiu
×3
Kommy Weldemariam
×3

Papers

  1. 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
  2. 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
  3. UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation
    EACL 2026 ·
    Xiaojie Guo
    ,
    Yang Zhang
    ,
    Bing Zhang
    ,
    Ryo Kawahara
    ,
    Mikio Takeuchi
    , Yada Zhu
  4. 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
  5. 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
  6. 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
  7. Evaluating Large Language Models with Enterprise Benchmarks
    NAACL 2025 ·
    Bing Zhang
    ,
    Mikio Takeuchi
    ,
    Ryo Kawahara
    ,
    Shubhi Asthana
    ,
    Md. Maruf Hossain
    ,
    Guang-Jie Ren
    ,
    Kate Soule
    ,
    Yifan Mai
    , Yada Zhu
  8. HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
    NeurIPS 2025 ·
    Shuaicheng Zhang
    ,
    Haohui Wang
    ,
    Junhong Lin
    ,
    Xiaojie Guo
    , Yada Zhu,
    Si Zhang
    ,
    Dongqi Fu
    ,
    Dawei Zhou
  9. PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play
    ACL 2025 ·
    Wei Fang
    ,
    Yang Zhang
    ,
    Kaizhi Qian
    ,
    James R. Glass
    , Yada Zhu
  10. Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
    ICLR 2025 ·
    Song Wang
    ,
    Junhong Lin
    ,
    Xiaojie Guo
    ,
    Julian Shun
    ,
    Jundong Li
    , Yada Zhu
  11. When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph Benchmark
    SIGKDD 2025 ·
    Junhong Lin
    ,
    Xiaojie Guo
    ,
    Shuaicheng Zhang
    , Yada Zhu,
    Julian Shun
  12. AIM: Attributing, Interpreting, Mitigating Data Unfairness
    SIGKDD 2024 ·
    Zhining Liu
    ,
    Ruizhong Qiu
    ,
    Zhichen Zeng
    , Yada Zhu,
    Hendrik F. Hamann
    ,
    Hanghang Tong
  13. Adversarial Attacks on Fairness of Graph Neural Networks
    ICLR 2024 ·
    Binchi Zhang
    ,
    Yushun Dong
    ,
    Chen Chen
    , Yada Zhu,
    Minnan Luo
    ,
    Jundong Li
  14. 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
  15. Fairgen: Towards Fair Graph Generation
    ICDE 2024 ·
    Lecheng Zheng
    ,
    Dawei Zhou
    ,
    Hanghang Tong
    ,
    Jiejun Xu
    , Yada Zhu,
    Jingrui He
  16. Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
    ICML 2024 ·
    Asterios Tsiourvas
    ,
    Wei Sun
    ,
    Georgia Perakis
    ,
    Pin-Yu Chen
    , Yada Zhu
  17. Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
    SIGKDD 2024 ·
    Haohui Wang
    ,
    Baoyu Jing
    ,
    Kaize Ding
    , Yada Zhu,
    Wei Cheng
    ,
    Si Zhang
    ,
    Yonghui Fan
    ,
    Liqing Zhang
    ,
    Dawei Zhou
  18. Neural Active Learning Beyond Bandits
    ICLR 2024 ·
    Yikun Ban
    ,
    Ishika Agarwal
    ,
    Ziwei Wu
    , Yada Zhu,
    Kommy Weldemariam
    ,
    Hanghang Tong
    ,
    Jingrui He
  19. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
    NAACL 2024 ·
    Yue Zhou
    , Yada Zhu,
    Diego Antognini
    ,
    Yoon Kim
    ,
    Yang Zhang
  20. Self-Specialization: Uncovering Latent Expertise within Large Language Models
    ACL 2024 ·
    Junmo Kang
    ,
    Hongyin Luo
    , Yada Zhu,
    Jacob A. Hansen
    ,
    James R. Glass
    ,
    David D. Cox
    ,
    Alan Ritter
    ,
    Rogério Feris
    ,
    Leonid Karlinsky
  21. Sterling: Synergistic Representation Learning on Bipartite Graphs
    AAAI 2024 ·
    Baoyu Jing
    ,
    Yuchen Yan
    ,
    Kaize Ding
    ,
    Chanyoung Park
    , Yada Zhu,
    Huan Liu
    ,
    Hanghang Tong
  22. Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
    NeurIPS 2024 ·
    Katherine Tieu
    ,
    Dongqi Fu
    , Yada Zhu,
    Hendrik F. Hamann
    ,
    Jingrui He