Muchen Li

According to our database, Muchen Li authored at least 24 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Point transformer for protein structural heterogeneity analysis using CryoEM.

Muyuan Chen, Muchen Li, Renjie Liao

CoRR, January, 2026

MOSS Transcribe Diarize Technical Report.

Donghua Yu, Zhengyuan Lin, Chen Yang, Yiyang Zhang, Hanfu Chen, Jingqi Chen, Ke Chen, Liwei Fan, Yi Jiang, Jie Zhu, Muchen Li, Wenxuan Wang, Yang Wang, Zhe Xu, Yitian Gong, Yuqian Zhang, Wenbo Zhang, Songlin Wang, Zhiyu Wu, Zhaoye Fei, Qinyuan Cheng, Shimin Li, Xipeng Qiu

CoRR, January, 2026

2025

Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs.

Jia Jun Cheng Xian, Muchen Li, Haotian Yang, Xin Tao, Pengfei Wan, Leonid Sigal, Renjie Liao

CoRR, September, 2025

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization.

Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis

CoRR, May, 2025

Driver Assistant: Persuading Drivers to Adjust Secondary Tasks Using Large Language Models.

Wei Xiang, Muchen Li, Jie Yan, Manling Zheng, Hanfei Zhu, Mengyun Jiang, Lingyun Sun

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

CareEmo: Supporting Caregivers with Personalized Communication Approaches to Enhance Older Adults' Emotional Well-being.

Muchen Li, Wei Xiang, Yuyu He, Mengyun Jiang, Xueting Wu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation.

Sadegh Mahdavi, Muchen Li, Kaiwen Liu, Christos Thrampoulidis, Leonid Sigal, Renjie Liao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Test-Time Steering for Lossless Text Compression via Weighted Product of Experts.

Qihang Zhang, Muchen Li, Ziao Wang, Renjie Liao, Lele Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion.

Muchen Li, Sammy Christen, Chengde Wan, Yujun Cai, Renjie Liao, Leonid Sigal, Shugao Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders.

Xue Yu, Muchen Li, Yan Leng, Renjie Liao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

GraphPNAS: Learning Probabilistic Graph Generators for Neural Architecture Search.

Muchen Li, Jeffrey Yunfan Liu, Leonid Sigal, Renjie Liao

Trans. Mach. Learn. Res., 2023

2022

GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models.

Muchen Li, Jeffrey Yunfan Liu, Leonid Sigal, Renjie Liao

CoRR, 2022

2021

Referring Transformer: A One-step Approach to Multi-task Visual Grounding.

Muchen Li, Leonid Sigal

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

TDAF: Top-Down Attention Framework for Vision Tasks.

Bo Pang, Yizhuo Li, Jiefeng Li, Muchen Li, Hanwen Cao, Cewu Lu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising.

Xiangyu Xu, Muchen Li, Wenxiu Sun, Ming-Hsuan Yang

IEEE Trans. Image Process., 2020

High-speed Compressed Sensing Reconstruction using Zigzag Ordering based Parallel Processing.

Jiayao Xu, Jirayu Peetakul, Muchen Li, Jinjia Zhou

Proceedings of the ICVIP 2020: The 4th International Conference on Video and Image Processing, 2020

TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model.

Bo Pang, Yizhuo Li, Yifan Zhang, Muchen Li, Cewu Lu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SR-CL-DMC: P-frame coding with Super-Resolution, Color Learning, and Deep Motion Compensation.

Man M. Ho, Jinjia Zhou, Gang He, Muchen Li, Lei Li

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results.

Dario Fuoli, Zhiwu Huang, Martin Danelljan, Radu Timofte, Hua Wang, Longcun Jin, Dewei Su, Jing Liu, Jaehoon Lee, Michal Kudelski, Lukasz Bala, Dmitry Hrybov, Marcin Mozejko, Muchen Li, Siyao Li, Bo Pang, Cewu Lu, Chao Li, Dongliang He, Fu Li, Shilei Wen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Learning Deformable Kernels for Image and Video Denoising.

Xiangyu Xu, Muchen Li, Wenxiu Sun

CoRR, 2019

2018

Collective Strategies with a Master-slave Mechanism Dominate in Spatial Iterated Prisoner's Dilemma.

Jiawei Li, Jingpeng Li, Ruibin Bai, Robert Duncan, Muchen Li, Graham Kendall

CoRR, 2018

2013

A Dual-Mode Deblocking Filter Design for HEVC and H.264/AVC.

Muchen Li, Jinjia Zhou, Dajiang Zhou, Xiao Peng, Satoshi Goto

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013

Low-complexity merge candidate decision for fast HEVC encoding.

Muchen Li, Keiichi Chono, Satoshi Goto

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

De-blocking Filter Design for HEVC and H.264/AVC.

Muchen Li, Jinjia Zhou, Dajiang Zhou, Xiao Peng, Satoshi Goto

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012