Shilong Wang - RankMe

27 papers A* 4A 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Caesar: Optimizing Federated Learning via Low-deviation Compression. KDD (1) Jiaming Yan, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang
2026	J	`jnl`	Toward Communication-Efficient Decentralized Federated Graph Learning Over Non-IID Data. IEEE Trans. Mob. Comput. Shilong Wang, Jianchun Liu, Hongli Xu, Chenxia Tang, Qianpiao Ma, Liusheng Huang
2025	—	`conf`	A Survey on Trustworthy LLM Agents: Threats and Countermeasures. KDD (2) Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen
2025	J	`jnl`	A Survey on Trustworthy LLM Agents: Threats and Countermeasures. CoRR Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen
2025	J	`jnl`	Adaptive Local Update and Neural Composition for Accelerating Federated Learning in Heterogeneous Edge Networks. IEEE Trans. Netw. Jianchun Liu, Jiaming Yan, Ji Qi, Hongli Xu, Shilong Wang, Chunming Qiao, Liusheng Huang
2025	J	`jnl`	Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout. CoRR Shilong Wang, Jianchun Liu, Hongli Xu, Jiaming Yan, Xianjun Gao
2025	—	`conf`	G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. ACL (1) Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang
2025	J	`jnl`	G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. CoRR Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang
2025	A	`conf`	MAGiC: An LLM-Powered Multi-Agent Framework for Unleashing Visual Creativity. ECAI Shilong Wang, Jian Zhao, Yawen Cui, Chi Zhang, Xuelong Li
2025	J	`jnl`	Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning. CoRR Yujia Huo, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang, Liusheng Huang
2025	—	`conf`	NetSafe: Exploring the Topological Safety of Multi-agent System. ACL (Findings) Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Kun Wang, Qingsong Wen, Yang Wang
2025	J	`jnl`	SABlock: Semantic-Aware KV Cache Eviction with Adaptive Compression Block Size. CoRR Jinhan Chen, Jianchun Liu, Hongli Xu, Xianjun Gao, Shilong Wang
2025	J	`jnl`	Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data. CoRR Shilong Wang, Jianchun Liu, Hongli Xu, Chenxia Tang, Qianpiao Ma, Liusheng Huang
2024	J	`jnl`	A Robust Federated Learning Framework for Undependable Devices at Scale. CoRR Shilong Wang, Jianchun Liu, Hongli Xu, Chunming Qiao, Huarong Deng, Qiuye Zheng, Jiantao Gong
2024	J	`jnl`	All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN. CoRR Shilong Wang, Hao Wu, Yifan Duan, Guibin Zhang, Guohao Li, Yuxuan Liang, Shirui Pan, Kun Wang, Yang Wang
2024	J	`jnl`	CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks. CoRR Yifan Duan, Guibin Zhang, Shilong Wang, Xiaojiang Peng, Ziqi Wang, Junyuan Mao, Hao Wu, Xinke Jiang, Kun Wang
2024	A*	`conf`	Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. NeurIPS Yifan Duan, Jian Zhao, pengcheng, Junyuan Mao, Hao Wu, Jingyu Xu, Shilong Wang, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li
2024	J	`jnl`	Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. CoRR Yifan Duan, Jian Zhao, pengcheng, Junyuan Mao, Hao Wu, Jingyu Xu, Shilong Wang, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li
2024	A*	`conf`	Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. AAAI Hao Wu, Yuxuan Liang, Wei Xiong, Zhengyang Zhou, Wei Huang, Shilong Wang, Kun Wang
2024	J	`jnl`	Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics. CoRR Xianjun Gao, Jianchun Liu, Hongli Xu, Shilong Wang, Liusheng Huang
2024	J	`jnl`	Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge Networks. IEEE/ACM Trans. Netw. Jianchun Liu, Shilong Wang, Hongli Xu, Yang Xu, Yunming Liao, Jinyang Huang, He Huang
2024	A*	`conf`	Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks. INFOCOM Jiaming Yan, Jianchun Liu, Shilong Wang, Hongli Xu, Haifeng Liu, Jianhua Zhou
2024	J	`jnl`	NetSafe: Exploring the Topological Safety of Multi-agent Networks. CoRR Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Qingsong Wen, Kun Wang, Yang Wang
2024	A*	`conf`	The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. KDD Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Junfeng Fang, Xiaojiang Peng, Yuxuan Liang, Yang Wang
2023	J	`jnl`	Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. CoRR Hao Wu, Shilong Wang, Yuxuan Liang, Zhengyang Zhou, Wei Huang, Wei Xiong, Kun Wang
2023	J	`jnl`	Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks. CoRR Jiaming Yan, Jianchun Liu, Shilong Wang, Hongli Xu, Haifeng Liu, Jianhua Zhou
2023	J	`jnl`	The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field. CoRR Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Xiaojiang Peng, Yuxuan Liang, Yang Wang