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Muhan Zhang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

45

Venues

15

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

45 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLJurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice.Ziang Chen, Guannan Li, Fanlin Ji, Yipeng Kang, Jiaqi Li, Muhan Zhang, Yangtao Zhang, Li Tianjiao, Jiannan Wang, Xin Guo, Song-Chun Zhu, Bin Ling
2026ACLSubTokenTest: A Practical Benchmark for Real-World Sub-token Understanding.Shuyang Hou, Yi Hu, Muhan Zhang
2026ACLTowards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures.Yi Hu, Jiaqi Gu, Ruxin Wang, Zijun Yao, Hao Peng, Xiaobao Wu, Jianhui Chen, Muhan Zhang, Liangming Pan
2026ACLKnowledge is Not Enough: Injecting RL Skills for Continual Adaptation.Pingzhi Tang, Yiding Wang, Muhan Zhang
2026ACLLaw in Silico: Simulating Legal Society with LLM-Based Agents.Yiding Wang, Yuxuan Chen, Fanxu Meng, Xifan Chen, Xiaolei Yang, Muhan Zhang
2026ASPLOSTPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill & Decode Inference.Xiaojuan Tang, Fanxu Meng, Pingzhi Tang, Yuxuan Wang, Di Yin, Xing Sun, Muhan Zhang
2025CIKMReconsidering the Performance of GAE in Link Prediction.Weishuo Ma, Yanbo Wang, Xiyuan Wang, Muhan Zhang
2025DAC3D-SubG: A 3D Stacked Hybrid Processing Near/In-Memory Accelerator for Subgraph GNNs.Guoxiang Li, Runnan Xu, Ruohang Xu, Yikan Qiu, Renati Tuerhong, Muhan Zhang, Le Ye, Yufei Ma
2025EMNLPHD-PiSSA: High-Rank Distributed Orthogonal Adaptation.Yiding Wang, Fanxu Meng, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang
2025ICLRGOFA: A Generative One-For-All Model for Joint Graph Language Modeling.Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang
2025ICLROn the Completeness of Invariant Geometric Deep Learning Models.Zian Li, Xiyuan Wang, Shijia Kang, Muhan Zhang
2025ICLRNumber Cookbook: Number Understanding of Language Models and How to Improve It.Haotong Yang, Yi Hu, Shijia Kang, Zhouchen Lin, Muhan Zhang
2025ICMLGeometric Representation Condition Improves Equivariant Molecule Generation.Zian Li, Cai Zhou, Xiyuan Wang, Xingang Peng, Muhan Zhang
2025ICMLCLOVER: Cross-Layer Orthogonal Vectors Pruning.Fanxu Meng, Pingzhi Tang, Fan Jiang, Muhan Zhang
2025ICMLGriffin: Towards a Graph-Centric Relational Database Foundation Model.Yanbo Wang, Xiyuan Wang, Quan Gan, Minjie Wang, Qibin Yang, David Wipf, Muhan Zhang
2024ACLLooGLE: Can Long-Context Language Models Understand Long Contexts?Jiaqi Li, Mengmeng Wang, Zilong Zheng, Muhan Zhang
2024ACLRulE: Knowledge Graph Reasoning with Rule Embedding.Xiaojuan Tang, Song-Chun Zhu, Yitao Liang, Muhan Zhang
2024CogSciOptimal mental representation of social networks explains biases in social learning and perception.Yulin Dong, Xiyuan Wang, Yaomin Jiang, Muhan Zhang, Lusha Zhu
2024ICLRVQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs.Ling Yang, Ye Tian, Minkai Xu, Zhongyi Liu, Shenda Hong, Wei Qu, Wentao Zhang, Bin Cui, Muhan Zhang, Jure Leskovec
2024ICLROne For All: Towards Training One Graph Model For All Classification Tasks.Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
2024ICLRRethinking the Power of Graph Canonization in Graph Representation Learning with Stability.Zehao Dong, Muhan Zhang, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Fuhai Li, Yixin Chen
2024ICLROn the Stability of Expressive Positional Encodings for Graphs.Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li
2024ICLRNeural Common Neighbor with Completion for Link Prediction.Xiyuan Wang, Haotong Yang, Muhan Zhang
2024ICMLCase-Based or Rule-Based: How Do Transformers Do the Math?Yi Hu, Xiaojuan Tang, Haotong Yang, Muhan Zhang
2024ICMLGraph As Point Set.Xiyuan Wang, Pan Li, Muhan Zhang
2024ICMLAn Empirical Study of Realized GNN Expressiveness.Yanbo Wang, Muhan Zhang
2024KDDAn Efficient Subgraph GNN with Provable Substructure Counting Power.Zuoyu Yan, Junru Zhou, Liangcai Gao, Zhi Tang, Muhan Zhang
2024WWWGraph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks.Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
2024VLDB4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs.Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang
2023ASPDACMacroRank: Ranking Macro Placement Solutions Leveraging Translation Equivariancy.Yifan Chen, Jing Mai, Xiaohan Gao, Muhan Zhang, Yibo Lin
2023ICLRCktGNN: Circuit Graph Neural Network for Electronic Design Automation.Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023ICLRBoosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs.Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2023ICMLFrom Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks.Cai Zhou, Xiyuan Wang, Muhan Zhang
2022ICLREquivariant and Stable Positional Encoding for More Powerful Graph Neural Networks.Haorui Wang, Haoteng Yin, Muhan Zhang, Pan Li
2022ICLRGLASS: GNN with Labeling Tricks for Subgraph Representation Learning.Xiyuan Wang, Muhan Zhang
2022ICMLPACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs.Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen
2022ICML3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design.Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2022ICMLHow Powerful are Spectral Graph Neural Networks.Xiyuan Wang, Muhan Zhang
2020ICLRInductive Matrix Completion Based on Graph Neural Networks.Muhan Zhang, Yixin Chen
2020KDDHierarchical Attention Propagation for Healthcare Representation Learning.Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen
2020MICCAIPooling Regularized Graph Neural Network for fMRI Biomarker Analysis.Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018AAAIBeyond Link Prediction: Predicting Hyperlinks in Adjacency Space.Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen
2018AAAIAn End-to-End Deep Learning Architecture for Graph Classification.Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen
2017KDDWeisfeiler-Lehman Neural Machine for Link Prediction.Muhan Zhang, Yixin Chen
2015HCITowards a Google Glass Based Head Control Communication System for People with Disabilities.James Gips, Muhan Zhang, Deirdre Anderson