Siheng Chen

41 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9 CVPR ×6 ICLR ×6 ICCV ×5 NeurIPS ×5 EMNLP ×3 ICML ×2 AAAI ×1 ACM MM ×1 ICRA ×1 IROS ×1 SIGKDD ×1

Frequent coauthors

Yanfeng Wang

×15

Rui Ye

×11

Yaxin Du

×9

Wenhao Wang

×6

Xianghe Pang

×5

Shuo Tang

×5

Jingyi Chai

×4

Yifan Lu

×4

Guangyi Liu

×3

Yue Hu

×3

Genjia Liu

×3

Junhao Ge

×3

Papers

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems
ACL 2026 ·
Wenhao Wang
,
Haoting Shi
,
Mengying Yuan
,
Yiquan Lin
,
Panrong Tong
,
Hanzhang Zhou
,
Guangyi Liu
,
Pengxiang Zhao
,
Yue Wang
, Siheng Chen
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
ACL 2026 ·
Guangyi Liu
,
Pengxiang Zhao
,
Liang Liu
,
Zhiming Chen
,
Yuxiang Chai
,
Yaozhen Liang
,
WenHao Wang
, Siheng Chen,
Zhengxi Lu
,
Shuai Ren
,
Hao Wang
,
Shibo He
,
Yong Liu
,
Wenchao Meng
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
ACL 2026 ·
Wenhao Wang
,
Peizhi Niu
,
Zhao Xu
,
Zhaoyu Chen
,
Jian Du
,
Yaxin Du
,
Xianghe Pang
,
Keduan Huang
,
Yanfeng Wang
,
Qiang Yan
, Siheng Chen
TeachMaster: Generative Teaching via Code
ACL 2026 ·
Yuheng Wang
,
Runde Yang
,
Lin Wu
,
Jie Zhang
,
Jingru Fan
,
Tianle Zhou
,
Ruoyu Fu
,
Huatao Li
,
Ruijie Shi
, Siheng Chen,
Weinan E
,
Chen Qian
Text2Mem: A Unified Memory Operation Language for Memory Operating System
ACL 2026 ·
Leo Wang
,
Lihai Yang
,
Boyu Chen
,
Kerun Xu
,
Gongyi Zou
,
Bo Tang
,
Feiyu Xiong
, Siheng Chen,
Zhiyu Li
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization
ACL 2026 ·
Menglan Chen
,
Xianghe Pang
,
Jingjing Dong
,
Wenhao Wang
,
Yaxin Du
, Siheng Chen
AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios
NeurIPS 2025 ·
Yunhao Hou
,
Bochao Zou
,
Min Zhang
,
Ran Chen
,
Shangdong Yang
,
Yanmei Zhang
,
Junbao Zhuo
, Siheng Chen,
Jiansheng Chen
,
Huimin Ma
BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
NeurIPS 2025 ·
Zibo Zhou
,
Yue Hu
,
Lingkai Zhang
,
Zonglin Li
, Siheng Chen
Colmdriver: Llm-Based Negotiation Benefits Cooperative Autonomous Driving
ICCV 2025 ·
Changxing Liu
,
Genjia Liu
,
Zijun Wang
,
Jinchang Yang
, Siheng Chen
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
ICLR 2025 ·
Rui Ye
,
Jingyi Chai
,
Xiangrui Liu
,
Yaodong Yang
,
Yanfeng Wang
, Siheng Chen
FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models
ACM MM 2025 ·
Kun Zhai
, Siheng Chen,
Xingjun Ma
,
Yu-Gang Jiang
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models
ACL 2025 ·
Yaxin Du
,
Rui Ye
,
Fengting Yuchi
,
Wanru Zhao
,
Jingjing Qu
,
Yanfeng Wang
, Siheng Chen
FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
EMNLP 2025 ·
Wenhao Wang
,
Zijie Yu
,
Rui Ye
,
Jianqing Zhang
,
Guangyi Liu
,
Liang Liu
, Siheng Chen,
Yanfeng Wang
InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models
ICCV 2025 ·
Yifan Lu
,
Xuanchi Ren
,
Jiawei Yang
,
Tianchang Shen
,
Jay Zhangjie Wu
,
Jun Gao
,
Yue Wang
, Siheng Chen,
Mike Chen
,
Sanja Fidler
,
Jiahui Huang
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels
CVPR 2025 ·
Qiming Xia
,
Wenkai Lin
,
Haoen Xiang
,
Xun Huang
, Siheng Chen,
Zhen Dong
,
Cheng Wang
,
Chenglu Wen
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
ICML 2025 ·
Rui Ye
,
Shuo Tang
,
Rui Ge
,
Yaxin Du
,
Zhenfei Yin
, Siheng Chen,
Jing Shao
OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language Models
NeurIPS 2025 ·
Boyang Peng
,
Sanqing Qu
,
Tianpei Zou
,
Fan Lu
,
Ya Wu
,
Kai Chen
, Siheng Chen,
Yong Wu
,
Guang Chen
One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception
CVPR 2025 ·
Yuchen Xia
,
Quan Yuan
,
Guiyang Luo
,
Xiaoyuan Fu
,
Yang Li
,
Xuanhan Zhu
,
Tianyou Luo
, Siheng Chen,
Jinglin Li
Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models
EMNLP 2025 ·
Zezhou Wang
,
Yaxin Du
,
Xingjun Ma
,
Yu-Gang Jiang
,
Zhuzhong Qian
, Siheng Chen
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
ICLR 2025 ·
Zihan Ding
,
Jiahui Fu
,
Si Liu
,
Hongyu Li
, Siheng Chen,
Hongsheng Li
,
Shifeng Zhang
,
Xu Zhou
RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation
ICCV 2025 ·
Yuwen Du
,
Anning Hu
,
Zichen Chao
,
Yifan Lu
,
Junhao Ge
,
Genjia Liu
,
Weitao Wu
,
Lanjun Wang
, Siheng Chen
Self-Evolving Multi-Agent Collaboration Networks for Software Development
ICLR 2025 ·
Yue Hu
,
Yuzhu Cai
,
Yaxin Du
,
Xinyu Zhu
,
Xiangrui Liu
,
Zijie Yu
,
Yuchen Hou
,
Shuo Tang
, Siheng Chen
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation
ACL 2025 ·
Shuo Tang
,
Xianghe Pang
,
Zexi Liu
,
Bohan Tang
,
Rui Ye
,
Tian Jin
,
Xiaowen Dong
,
Yanfeng Wang
, Siheng Chen
Training-Free Message Passing for Learning on Hypergraphs
ICLR 2025 ·
Bohan Tang
,
Zexi Liu
,
Keyue Jiang
, Siheng Chen,
Xiaowen Dong
Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving
ICCV 2025 ·
Junhao Ge
,
Zuhong Liu
,
Longteng Fan
,
Yifan Jiang
,
Jiaqi Su
,
Yiming Li
,
Zhejun Zhang
, Siheng Chen
V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
CVPR 2025 ·
Xun Huang
,
Jinlong Wang
,
Qiming Xia
, Siheng Chen,
Bisheng Yang
,
Xin Li
,
Cheng Wang
,
Chenglu Wen
V2XScenes: A Multiple Challenging Traffic Conditions Dataset for Large-Range Vehicle-Infrastructure Collaborative Perception
ICCV 2025 ·
Bowen Wang
,
Yafei Wang
,
Wei Gong
, Siheng Chen,
Genjia Liu
,
Minhao Xiong
,
Chin Long Ng
An Extensible Framework for Open Heterogeneous Collaborative Perception
ICLR 2024 ·
Yifan Lu
,
Yue Hu
,
Yiqi Zhong
,
Dequan Wang
,
Yanfeng Wang
, Siheng Chen
Communication-Efficient Collaborative Perception via Information Filling with Codebook
CVPR 2024 ·
Yue Hu
,
Juntong Peng
,
Sifei Liu
,
Junhao Ge
,
Si Liu
, Siheng Chen
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents
CVPR 2024 ·
Yuxi Wei
,
Zi Wang
,
Yifan Lu
,
Chenxin Xu
,
Changxing Liu
,
Hao Zhao
, Siheng Chen,
Yanfeng Wang
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
ICLR 2024 ·
Rui Ye
,
Yaxin Du
,
Zhenyang Ni
,
Yanfeng Wang
, Siheng Chen
FastMAC: Stochastic Spectral Sampling of Correspondence Graph
CVPR 2024 ·
Yifei Zhang
,
Hao Zhao
,
Hongyang Li
, Siheng Chen
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
NeurIPS 2024 ·
Rui Ye
,
Rui Ge
,
Xinyu Zhu
,
Jingyi Chai
,
Yaxin Du
,
Yang Liu
,
Yanfeng Wang
, Siheng Chen
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
EMNLP 2024 ·
Wenhao Wang
,
Xiaoyu Liang
,
Rui Ye
,
Jingyi Chai
, Siheng Chen,
Yanfeng Wang
Language-Driven Interactive Traffic Trajectory Generation
NeurIPS 2024 ·
Junkai Xia
,
Chenxin Xu
,
Qingyao Xu
,
Yanfeng Wang
, Siheng Chen
MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
IROS 2024 ·
Yangheng Zhao
,
Zhen Xiang
,
Sheng Yin
,
Xianghe Pang
,
Yanfeng Wang
, Siheng Chen
On the Vulnerability of Safety Alignment in Open-Access LLMs
ACL 2024 ·
Jingwei Yi
,
Rui Ye
,
Qisi Chen
,
Bin Zhu
, Siheng Chen,
Defu Lian
,
Guangzhong Sun
,
Xing Xie
,
Fangzhao Wu
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
SIGKDD 2024 ·
Rui Ye
,
Wenhao Wang
,
Jingyi Chai
,
Dihan Li
,
Zexi Li
,
Yinda Xu
,
Yaxin Du
,
Yanfeng Wang
, Siheng Chen
Robust Collaborative Perception without External Localization and Clock Devices
ICRA 2024 ·
Zixing Lei
,
Zhenyang Ni
,
Ruize Han
,
Shuo Tang
,
Chen Feng
, Siheng Chen,
Yanfeng Wang
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
ICML 2024 ·
Xianghe Pang
,
Shuo Tang
,
Rui Ye
,
Yuxin Xiong
,
Bolun Zhang
,
Yanfeng Wang
, Siheng Chen
Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals
AAAI 2024 ·
Shaoheng Fang
,
Zuhong Liu
,
Mingyu Wang
,
Chenxin Xu
,
Yiqi Zhong
, Siheng Chen