Guancheng Wan

40 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7083-6423 ↗

Venues

ICML ×13 AAAI ×7 ACL ×5 SIGKDD ×4 CVPR ×3 NeurIPS ×3 ICLR ×2 EMNLP ×1 IJCAI ×1 WWW ×1

Frequent coauthors

Wenke Huang

×25

Mang Ye

×21

Guibin Zhang

×10

He Li

×6

Bin Yang

×5

Zihan Tan

×4

Yizhou Sun

×4

Wei Wang

×4

Jian Liang

×4

Bo Du

×4

Kun Wang

×4

Ke Liang

×3

Papers

Behavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation
ACL 2026 ·
Zeping Li
, Guancheng Wan,
Keyang Chen
,
Yu Chen
,
Yiwen Zhao
,
Philip Torr
,
Guangnan Ye
,
Zhenfei Yin
,
Hongfeng Chai
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
Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation
AAAI 2026 ·
Xingyue Zhao
,
Wenke Huang
,
Xingguang Wang
,
Haoyu Zhao
,
Linghao Zhuang
,
Anwen Jiang
, Guancheng Wan,
Mang Ye
Domain-Aware Suppression and Aggregation for Federated DG ReID
AAAI 2026 ·
Zhixi Yu
,
Wei Liu
,
Wenke Huang
,
Bin Yang
,
Qian Bie
, Guancheng Wan,
Xin Xu
FedPRE: Robust Federated Graph Learning against Topological Corruption
SIGKDD 2026 ·
Zihan Tan
, Guancheng Wan,
Wenke Huang
,
Bin Yang
,
Mang Ye
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
ACL 2026 ·
Eric Hanchen Jiang
,
Weixuan Ou
,
Run Liu
,
Shengyuan Pang
, Guancheng Wan,
Ranjie Duan
,
Wei Dong
,
Kai-Wei Chang
,
Xiaofeng Wang
,
Ying Nian Wu
,
Xinfeng Li
PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models
AAAI 2026 ·
Wenzheng Jiang
,
Ke Liang
,
Xuankun Rong
,
Jingxuan Zhou
,
Zhengyi Zhong
, Guancheng Wan,
Ji Wang
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
Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
SIGKDD 2026 ·
Ruoyan Li
,
Zijie Huang
,
Haixin Wang
, Guancheng Wan,
Yizhou Sun
,
Wei Wang
Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense
AAAI 2026 ·
Zitong Shi
, Guancheng Wan,
Wenke Huang
,
Yuxin Wu
,
Quan Zhang
,
Mang Ye
Unveiling and Mitigating Untargeted Poisoning Attacks on Federated Knowledge Graph Embedding
WWW 2026 ·
Wenzheng Jiang
,
Ke Liang
,
Wenke Huang
,
Xiongtao Zhang
,
Zhenxing Xu
, Guancheng Wan,
Cheston Tan
,
Flint Xiaofeng Fan
,
Ji Wang
An Empirical Study of Federated Prompt Learning for Vision Language Model
IJCAI 2025 ·
Zhihao Wang
,
Wenke Huang
,
Tian Chen
,
Zekun Shi
, Guancheng Wan,
Yu Qiao
,
Bin Yang
,
Jian Wang
,
Bing Li
,
Mang Ye
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
ICML 2025 ·
Wenke Huang
,
Jian Liang
, Guancheng Wan,
Didi Zhu
,
He Li
,
Jiawei Shao
,
Mang Ye
,
Bo Du
,
Dacheng Tao
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
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
ICML 2025 ·
Hui Zeng
,
Wenke Huang
,
Tongqing Zhou
,
Xinyi Wu
, Guancheng Wan,
Yingwen Chen
,
Zhiping Cai
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
EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
ICML 2025 · Guancheng Wan,
Zewen Liu
,
Xiaojun Shan
,
Max S. Y. Lau
,
B. Aditya Prakash
,
Wei Jin
EMOE: Modality-Specific Enhanced Dynamic Emotion Experts
CVPR 2025 ·
Yiyang Fang
,
Wenke Huang
, Guancheng Wan,
Kehua Su
,
Mang Ye
Energy-based Backdoor Defense Against Federated Graph Learning
ICLR 2025 · Guancheng Wan,
Zitong Shi
,
Wenke Huang
,
Guibin Zhang
,
Dacheng Tao
,
Mang Ye
FedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph Analytics
SIGKDD 2025 ·
Carl Yang
, Guancheng Wan,
Zhuangdi Zhu
,
Zheng Xu
,
Junyuan Hong
,
Nathalie Baracaldo
,
Neil Shah
,
Salman Avestimehr
,
Jiayu Zhou
FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation
ICML 2025 ·
Chengying Fang
,
Wenke Huang
, Guancheng Wan,
Yihao Yang
,
Mang Ye
FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity
CVPR 2025 ·
Zihan Tan
, Guancheng Wan,
Wenke Huang
,
He Li
,
Guibin Zhang
,
Carl Yang
,
Mang Ye
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
ICML 2025 ·
Yihao Yang
,
Wenke Huang
, Guancheng Wan,
Bin Yang
,
Mang Ye
Flow Field Reconstruction with Sensor Placement Policy Learning
NeurIPS 2025 ·
Ruoyan Li
, Guancheng Wan,
Zijie Huang
,
Zixiao Liu
,
Haixin Wang
,
Xiao Luo
,
Wei Wang
,
Yizhou Sun
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-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
Label-Free Backdoor Attacks in Vertical Federated Learning
AAAI 2025 ·
Wei Shen
,
Wenke Huang
, Guancheng Wan,
Mang Ye
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
ICML 2025 ·
Wenke Huang
,
Jian Liang
,
Zekun Shi
,
Didi Zhu
, Guancheng Wan,
He Li
,
Bo Du
,
Dacheng Tao
,
Mang Ye
LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models
CVPR 2025 ·
Jian Liang
,
Wenke Huang
, Guancheng Wan,
Qu Yang
,
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
Protein Large Language Models: A Comprehensive Survey
EMNLP 2025 ·
Yijia Xiao
,
Wanjia Zhao
,
Junkai Zhang
,
Yiqiao Jin
,
Han Zhang
,
Zhicheng Ren
,
Renliang Sun
,
Haixin Wang
, Guancheng Wan,
Pan Lu
,
Xiao Luo
,
Yu Zhang
,
James Zou
,
Yizhou Sun
,
Wei Wang
Rethink GraphODE Generalization within Coupled Dynamical System
ICML 2025 · Guancheng Wan,
Zijie Huang
,
Wanjia Zhao
,
Xiao Luo
,
Yizhou Sun
,
Wei Wang
S2FGL: Spatial Spectral Federated Graph Learning
ICML 2025 ·
Zihan Tan
,
Suyuan Huang
, Guancheng Wan,
Wenke Huang
,
He Li
,
Mang Ye
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
ICML 2025 ·
Yangxu Liao
,
Wenke Huang
, Guancheng Wan,
Jian Liang
,
Bin Yang
,
Mang Ye
A Review of Graph Neural Networks in Epidemic Modeling
SIGKDD 2024 ·
Zewen Liu
, Guancheng Wan,
B. Aditya Prakash
,
Max S. Y. Lau
,
Wei Jin
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
NeurIPS 2024 ·
Zihan Tan
, Guancheng Wan,
Wenke Huang
,
Mang Ye
Federated Graph Learning under Domain Shift with Generalizable Prototypes
AAAI 2024 · Guancheng Wan,
Wenke Huang
,
Mang Ye
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
NeurIPS 2024 ·
Wenke Huang
,
Mang Ye
,
Zekun Shi
, Guancheng Wan,
He Li
,
Bo Du
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning
ICML 2024 · Guancheng Wan,
Yijun Tian
,
Wenke Huang
,
Nitesh V. Chawla
,
Mang Ye