Secure Federated Submodel Learning. - Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Lifeng Hua; Rongfei Jia; Chengfei Lv; Zhihua Wu; Guihai Chen (CoRR, 2019)

Billion-scale federated learning on mobile clients: a submodel design with tunable privacy. - Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Lifeng Hua; Rongfei Jia; Chengfei Lv; Zhihua Wu; Guihai Chen (MobiCom, 2020)

MNN: A Universal and Efficient Inference Engine. - Xiaotang Jiang; Huan Wang; Yiliu Chen; Ziqi Wu; Lichuan Wang; Bin Zou; Yafeng Yang; Zongyang Cui; Yu Cai; Tianhang Yu; Chengfei Lv; Zhihua Wu (CoRR, 2020)

INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices. - Yiwu Yao; Yuchao Li; Chengyu Wang 001; Tianhang Yu; Houjiang Chen; Xiaotang Jiang; Jun Yang 052; Jun Huang 007; Wei Lin 016; Hui Shu; Chengfei Lv (CoRR, 2020)

Toward Understanding the Influence of Individual Clients in Federated Learning. - Yihao Xue; Chaoyue Niu; Zhenzhe Zheng; Shaojie Tang 001; Chengfei Lv; Fan Wu 006; Guihai Chen (CoRR, 2020)

Data-Free Evaluation of User Contributions in Federated Learning. - Hongtao Lv; Zhenzhe Zheng; Tie Luo 001; Fan Wu 006; Shaojie Tang 001; Lifeng Hua; Rongfei Jia; Chengfei Lv (WiOpt, 2021)

Federated Submodel Averaging. - Yucheng Ding; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Chengfei Lv; Yanghe Feng; Guihai Chen (CoRR, 2021)

Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. - Chengfei Lv; Chaoyue Niu; Renjie Gu; Xiaotang Jiang; Zhaode Wang; Bin Liu; Ziqi Wu; Qiulin Yao; Congyu Huang; Panos Huang; Tao Huang; Hui Shu; et al. (OSDI, 2022)

NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction. - Bowen Cai 001; Jinchi Huang; Rongfei Jia; Chengfei Lv; Huan Fu (CVPR, 2023)

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. - Xiang Chen 016; Duanzheng Song; Honghao Gui; Chengxi Wang; Ningyu Zhang 001; Jiang Yong; Fei Huang 002; Chengfei Lv; Dan Zhang; Huajun Chen (CoRR, 2023)

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (ACL (1), 2024)

MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization. - Jimin Xu; Tianbao Wang; Tao Jin 004; Shengyu Zhang 001; Dongjie Fu; Zhe Wang; Jiangjing Lyu; Chengfei Lv; Chaoyue Niu; Zhou Yu 001; Zhou Zhao 001; Fei Wu 001 (CVPR, 2024)

IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination. - Xi Chen 079; Sida Peng; Dongchen Yang; Yuan Liu 025; Bowen Pan; Chengfei Lv; Xiaowei Zhou 001 (ECCV (60), 2024)

BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks. - Hang Zeng; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Leihao Pei; Chengfei Lv; Guihai Chen (EMNLP (Findings), 2024)

GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting. - Hongyun Yu; Zhan Qu; Qihang Yu; Jianchuan Chen; Zhonghua Jiang 007; Zhiwen Chen 002; Shengyu Zhang 001; Jimin Xu; Fei Wu 001; Chengfei Lv; Gang Yu (ACM Multimedia, 2024)

An End-to-End, Low-Cost, and High-Fidelity 3D Video Pipeline for Mobile Devices. - Tiancheng Fang; Chaoyue Niu; Yujie Sun; Chengfei Lv; Xiaotang Jiang; Ben Xue; Fan Wu 006; Guihai Chen (MobiCom, 2024)

Making Language Models Better Tool Learners with Execution Feedback. - Shuofei Qiao; Honghao Gui; Chengfei Lv; Qianghuai Jia; Huajun Chen; Ningyu Zhang 001 (NAACL-HLT, 2024)

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (CoRR, 2024)

GlossyGS: Inverse Rendering of Glossy Objects with 3D Gaussian Splatting. - Shuichang Lai; Letian Huang; Jie Guo 001; Kai Cheng; Bowen Pan; Xiaoxiao Long; Jiangjing Lyu; Chengfei Lv; Yanwen Guo 001 (CoRR, 2024)

Personalized LLM for Generating Customized Responses to the Same Query from Different Users. - Hang Zeng; Chaoyue Niu; Fan Wu 006; Chengfei Lv; Guihai Chen (CoRR, 2024)

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference. - Kunxi Li; Zhonghua Jiang 007; Zhouzhou Shen; Zhaode Wang; Chengfei Lv; Shengyu Zhang 001; Fan Wu 006; Fei Wu 001 (ACL (1), 2025)

TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting. - Jianchuan Chen; Jingchuan Hu; Gaige Wang; Zhonghua Jiang 007; Tiansong Zhou; Zhiwen Chen 002; Chengfei Lv (CVPR, 2025)

SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input. - Zhen Lv; Yangqi Long; Congzhentao Huang; Cao Li; Chengfei Lv; Hao Ren; Dian Zheng (CVPR, 2025)

Panorama Generation From NFoV Image Done Right. - Dian Zheng; Cheng Zhang; Xiao-Ming Wu 002; Cao Li; Chengfei Lv; Jian-Fang Hu; Wei-Shi Zheng 001 (CVPR, 2025)

SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models. - Kehua Feng; Keyan Ding; Jing Yu; Yiwen Qu; Zhiwen Chen 002; Chengfei Lv; Gang Yu; Qiang Zhang 026; Huajun Chen (ICLR, 2025)

EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation. - Jiajian Xie; Shengyu Zhang; Mengze Li; Chengfei Lv; Zhou Zhao; Fei Wu (ICLR, 2025)

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions. - Chaoyue Niu; Yucheng Ding; Junhui Lu; Zhengxiang Huang; Hang Zeng; Yutong Dai 005; Xuezhen Tu; Chengfei Lv; Fan Wu 006; Guihai Chen (CoRR, 2025)

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices. - Zhaode Wang; Jingbang Yang; Xinyu Qian; Shiwen Xing; Xiaotang Jiang; Chengfei Lv; Shengyu Zhang (CoRR, 2025)

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection. - Zhengxiang Huang; Chaoyue Niu; Zhaode Wang; Jiarui Xue; Hanming Zhang; Yugang Wang; Zewei Xin; Xiaotang Jiang; Chengfei Lv; Fan Wu 006; Guihai Chen (CoRR, 2025)

Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple Judges. - Yuqi Tang; Kehua Feng; Yunfeng Wang; Zhiwen Chen 002; Chengfei Lv; Gang Yu; Qiang Zhang 026; Keyan Ding (CoRR, 2025)