Guibin Zhang

37 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×9 ACL ×6 ICLR ×6 ICML ×6 AAAI ×3 SIGKDD ×3 WWW ×2 ACM MM ×1 CVPR ×1

Frequent coauthors

Kun Wang

×18

Guancheng Wan

×10

Wenke Huang

×9

Dawei Cheng

×9

Yanwei Yue

×8

Yuxuan Liang

×7

Mang Ye

×7

Yang Wang

×6

Junfeng Fang

×6

Miao Yu

×5

Tianlong Chen

×5

Frank Wan

×5

Papers

AgentAsk: Multi-Agent Systems Need to Ask
ACL 2026 ·
Bohan Lin
,
Kuo Yang
,
Zelin Tan
,
Yingchuan Lai
,
Chen Zhang
, Guibin Zhang,
Xinlei Yu
,
Miao Yu
,
Xu Wang
,
Yu-Dong Zhang
,
Yang Wang
DAWN: Distributed LLM Multi-Agent Workflow Synthesis
AAAI 2026 ·
Guancheng Wan
,
Mo Zhou
,
Ziyi Wang
,
Xiaoran Shang
,
Eric Hanchen Jiang
, Guibin Zhang,
Jinhe Bi
,
Yunpu Ma
,
Zaixi Zhang
,
Ke Liang
,
Wenke Huang
EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
ACL 2026 · Guibin Zhang,
Haiyang Yu
,
Kaiming Yang
,
Bingli Wu
,
Fei Huang
,
Yongbin Li
,
Shuicheng Yan
SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
AAAI 2026 ·
Ruijia Zhang
,
Xinyan Zhao
,
Ruixiang Wang
,
Sigen Chen
, Guibin Zhang,
An Zhang
,
Kun Wang
,
Qingsong Wen
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
ACL 2026 ·
Zelin Tan
,
Hejia Geng
,
Xiaohang Yu
,
Mulei Zhang
,
Guancheng Wan
,
Yifan Zhou
,
Qiang He
,
Xiangyuan Xue
,
Heng Zhou
,
Yutao Fan
,
Zhong-Zhi Li
,
Zaibin Zhang
, Guibin Zhang,
Chen Zhang
,
Zhenfei Yin
,
Philip Torr
,
Lei Bai
AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
NeurIPS 2025 ·
Hanjun Luo
,
Shenyu Dai
,
Chiming Ni
,
Xinfeng Li
, Guibin Zhang,
Kun Wang
,
Tongliang Liu
,
Hanan Salam
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
ICLR 2025 · Guibin Zhang,
Yanwei Yue
,
Zhixun Li
,
Sukwon Yun
,
Guancheng Wan
,
Kun Wang
,
Dawei Cheng
,
Jeffrey Xu Yu
,
Tianlong Chen
Diffusion Graph Model for Time Series Anomaly Detection via Anomaly-aware Graph Sparsification and Augmentation
WWW 2025 ·
Disen Lan
, Guibin Zhang,
Rongjin Guo
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
SIGKDD 2025 ·
Hao Wu
,
Haomin Wen
, Guibin Zhang,
Yutong Xia
,
Yuxuan Liang
,
Yu Zheng
,
Qingsong Wen
,
Kun Wang
EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
ICML 2025 ·
Zitong Shi
,
Guancheng Wan
,
Wenke Huang
, Guibin Zhang,
He Li
,
Carl Yang
,
Mang Ye
Energy-based Backdoor Defense Against Federated Graph Learning
ICLR 2025 ·
Guancheng Wan
,
Zitong Shi
,
Wenke Huang
, Guibin Zhang,
Dacheng Tao
,
Mang Ye
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks
AAAI 2025 ·
Yanwei Yue
, Guibin Zhang,
Haoran Yang
,
Dawei Cheng
FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity
CVPR 2025 ·
Zihan Tan
,
Guancheng Wan
,
Wenke Huang
,
He Li
, Guibin Zhang,
Carl Yang
,
Mang Ye
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
ICML 2025 · Guibin Zhang,
Yanwei Yue
,
Xiangguo Sun
,
Guancheng Wan
,
Miao Yu
,
Junfeng Fang
,
Kun Wang
,
Tianlong Chen
,
Dawei Cheng
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
NeurIPS 2025 · Guibin Zhang,
Muxin Fu
,
Kun Wang
,
Frank Wan
,
Miao Yu
,
Shuicheng Yan
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
ACL 2025 ·
Shilong Wang
, Guibin Zhang,
Miao Yu
,
Guancheng Wan
,
Fanci Meng
,
Chongye Guo
,
Kun Wang
,
Yang Wang
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
ICML 2025 ·
Jiaru Qian
,
Guancheng Wan
,
Wenke Huang
, Guibin Zhang,
Yuxin Wu
,
Bo Du
,
Mang Ye
Glocal Information Bottleneck for Time Series Imputation
NeurIPS 2025 ·
Jie Yang
,
Kexin Zhang
, Guibin Zhang,
Philip S. Yu
,
Kaize Ding
Graph Sparsification via Mixture of Graphs
ICLR 2025 · Guibin Zhang,
Xiangguo Sun
,
Yanwei Yue
,
Chonghe Jiang
,
Kun Wang
,
Tianlong Chen
,
Shirui Pan
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
NeurIPS 2025 ·
Frank Wan
,
Xiaoran Shang
,
Yuxin Wu
, Guibin Zhang,
Jinhe Bi
,
Liangtao Zheng
,
Xin Lin
,
Yue Liu
,
Yanbiao Ma
,
Wenke Huang
,
Bo Du
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
NeurIPS 2025 ·
Frank Wan
,
Fengyuan Ran
,
Ruikang Zhang
,
Wenke Huang
,
Xuankun Rong
, Guibin Zhang,
Yuxin Wu
,
Bo Du
,
Mang Ye
MasRouter: Learning to Route LLMs for Multi-Agent Systems
ACL 2025 ·
Yanwei Yue
, Guibin Zhang,
Boyang Liu
,
Guancheng Wan
,
Kun Wang
,
Dawei Cheng
,
Yiyan Qi
Multi-agent Architecture Search via Agentic Supernet
ICML 2025 · Guibin Zhang,
Luyang Niu
,
Junfeng Fang
,
Kun Wang
,
Lei Bai
,
Xiang Wang
Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
NeurIPS 2025 ·
Frank Wan
,
Xu Cheng
,
Run Liu
,
Wenke Huang
,
Zitong Shi
,
Pinyi Jin
, Guibin Zhang,
Bo Du
,
Mang Ye
NetSafe: Exploring the Topological Safety of Multi-agent System
ACL 2025 ·
Miao Yu
,
Shilong Wang
, Guibin Zhang,
Junyuan Mao
,
Chenlong Yin
,
Qijiong Liu
,
Kun Wang
,
Qingsong Wen
,
Yang Wang
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
NeurIPS 2025 ·
Frank Wan
,
Jiaru Qian
,
Wenke Huang
,
Qilin Xu
,
Xianda Guo
,
Boheng Li
, Guibin Zhang,
Bo Du
,
Mang Ye
Pask: Providing Answer before AsKing toward Proactive AI agent
ACM MM 2025 ·
Zhifei Xie
,
Hu Zongzheng
, Guibin Zhang,
Jialin Zhang
,
Yue Liao
,
Chunyan Miao
,
Shuicheng Yan
Rationalizing and Augmenting Dynamic Graph Neural Networks
ICLR 2025 · Guibin Zhang,
Yiyan Qi
,
Ziyang Cheng
,
Yanwei Yue
,
Dawei Cheng
,
Jian Guo
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
ICML 2025 ·
Yifan Hu
, Guibin Zhang,
Peiyuan Liu
,
Disen Lan
,
Naiqi Li
,
Dawei Cheng
,
Tao Dai
,
Shu-Tao Xia
,
Shirui Pan
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
NeurIPS 2024 ·
Dingshuo Chen
,
Zhixun Li
,
Yuyan Ni
, Guibin Zhang,
Ding Wang
,
Qiang Liu
,
Shu Wu
,
Jeffrey Xu Yu
,
Liang Wang
EXGC: Bridging Efficiency and Explainability in Graph Condensation
WWW 2024 ·
Junfeng Fang
,
Xinglin Li
,
Yongduo Sui
,
Yuan Gao
, Guibin Zhang,
Kun Wang
,
Xiang Wang
,
Xiangnan He
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
NeurIPS 2024 · Guibin Zhang,
Haonan Dong
,
Yuchen Zhang
,
Zhixun Li
,
Dingshuo Chen
,
Kai Wang
,
Tianlong Chen
,
Yuxuan Liang
,
Dawei Cheng
,
Kun Wang
Graph Lottery Ticket Automated
ICLR 2024 · Guibin Zhang,
Kun Wang
,
Wei Huang
,
Yanwei Yue
,
Yang Wang
,
Roger Zimmermann
,
Aojun Zhou
,
Dawei Cheng
,
Jin Zeng
,
Yuxuan Liang
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
ICLR 2024 ·
Kun Wang
,
Hao Wu
,
Yifan Duan
, Guibin Zhang,
Kai Wang
,
Xiaojiang Peng
,
Yu Zheng
,
Yuxuan Liang
,
Yang Wang
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
SIGKDD 2024 ·
Kun Wang
, Guibin Zhang,
Xinnan Zhang
,
Junfeng Fang
,
Xun Wu
,
Guohao Li
,
Shirui Pan
,
Wei Huang
,
Yuxuan Liang
The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
SIGKDD 2024 ·
Kun Wang
,
Guohao Li
,
Shilong Wang
, Guibin Zhang,
Kai Wang
,
Yang You
,
Junfeng Fang
,
Xiaojiang Peng
,
Yuxuan Liang
,
Yang Wang
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
ICML 2024 · Guibin Zhang,
Yanwei Yue
,
Kun Wang
,
Junfeng Fang
,
Yongduo Sui
,
Kai Wang
,
Yuxuan Liang
,
Dawei Cheng
,
Shirui Pan
,
Tianlong Chen