Jun Chen 0023 - researchr alias

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Viewing Publication 1 - 19 from 19

2026

Riemannian Momentum Tracking: Distributed Optimization With Momentum on Compact SubmanifoldsJun Chen 0023, Tianyi Zhu, Haishan Ye, Lina Liu 0010, Guang Dai, Yong Liu 0007, Yunliang Jiang, Ivor W. Tsang. tcns, 13(2):970-979, June 2026. [doi]

WLR: Well-conditioned linear reconstruction for retraining-free pruning of LLMsSiqi Li, Jingyang Xiang, Jiateng Wei, Chengrui Zhu, Jiandang Yang, Jun Chen 0023, Jian Yang 0003, Xiaobin Wei, Yunliang Jiang, Yong Liu 0007. NN, 200:108840, 2026. [doi]

Automatic data-free pruning via channel similarity reconstructionSiqi Li, Jun Chen 0023, Jingyang Xiang, Chengrui Zhu, Jiandang Yang, Xiaobin Wei, Yunliang Jiang, Yong Liu 0007. ijon, 661:131885, 2026. [doi]

OOPS: Outlier-aware and quadratic programming based structured pruning for large language modelsJiateng Wei, Siqi Li, Jingyang Xiang, Jiandang Yang, Jun Chen 0023, Xiaobin Wei, Yunliang Jiang, Yong Liu 0007. NN, 196:108332, 2026. [doi]

2025

Decentralized Optimization on Compact Submanifolds by Quantized Riemannian Gradient TrackingJun Chen 0023, Lina Liu 0010, Tianyi Zhu, Yong Liu 0007, Guang Dai, Yunliang Jiang, Ivor W. Tsang. tsp, 73:1851-1861, 2025. [doi]

Hyperbolic Binary Neural NetworkJun Chen 0023, Jingyang Xiang, Tianxin Huang, Xiangrui Zhao, Yong Liu 0007. tnn, 36(6):10325-10333, June 2025. [doi]

OnSort: An O(n) Comparison-Free Sorter for Large-Scale Dataset With Parallel Prefetching and Sparse-Aware MechanismMuxuan Gao, Juntao Jiang, Shuangming Lei, Huifeng Wu, Jun Chen 0023, Yong Liu 0007. tcasII, 72(7):933-937, July 2025. [doi]

MCMC: Multi-Constrained Model Compression via One-Stage Envelope Reinforcement LearningSiqi Li, Jun Chen 0023, Shanqi Liu, Chengrui Zhu, Guanzhong Tian, Yong Liu 0007. tnn, 36(2):3410-3422, February 2025. [doi]

Adding Before Pruning: Sparse Filter Fusion for Deep Convolutional Neural Networks via Auxiliary AttentionGuanzhong Tian, Yiran Sun, Yuang Liu, Xianfang Zeng, Mengmeng Wang 0005, Yong Liu 0007, Jiangning Zhang, Jun Chen 0023. tnn, 36(3):3930-3942, March 2025. [doi]

Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion SamplingYuzhe Yao, Jun Chen 0023, Zeyi Huang, Haonan Lin, Mengmeng Wang 0005, Guang Dai, Jingdong Wang 0001. iclr 2025: [doi]

2024

Learning Discretized Neural Networks under Ricci FlowJun Chen 0023, Hanwen Chen, Mengmeng Wang 0005, Guang Dai, Ivor W. Tsang, Yong Liu 0007. jmlr, 25, 2024. [doi]

Decentralized Riemannian Conjugate Gradient Method on the Stiefel ManifoldJun Chen 0023, Haishan Ye, Mengmeng Wang, Tianxin Huang, Guang Dai, Ivor W. Tsang, Yong Liu 0007. iclr 2024: [doi]

DCCD: Reducing Neural Network Redundancy via DistillationYuang Liu, Jun Chen 0023, Yong Liu 0007. tnn, 35(7):10006-10017, July 2024. [doi]

Learning Multi-Agent Cooperation via Considering Actions of TeammatesShanqi Liu, Weiwei Liu, Wenzhou Chen, Guanzhong Tian, Jun Chen 0023, Yao Tong, Junjie Cao, Yong Liu 0007. tnn, 35(8):11553-11564, August 2024. [doi]

A Multimodal, Multi-Task Adapting Framework for Video Action RecognitionMengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen 0023, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang 0001, Yong Liu 0007. AAAI 2024: 5517-5525 [doi]

Structured Optimal Brain Pruning for Large Language ModelsJiateng Wei, Quan Lu, Ning Jiang, Siqi Li, Jingyang Xiang, Jun Chen 0023, Yong Liu 0007. emnlp 2024: 13991-14007 [doi]

Towards efficient filter pruning via adaptive automatic structure searchXiaoZhou Xu, Jun Chen 0023, Zhishan Li, Hongye Su, Lei Xie 0007. eaai, 133:108398, 2024. [doi]

Timestep-Aware Correction for Quantized Diffusion ModelsYuzhe Yao, Feng Tian 0002, Jun Chen 0023, Haonan Lin, Guang Dai, Yong Liu 0007, Jingdong Wang 0001. eccv 2025: 215-232 [doi]

Semi-supervised noise-resilient anomaly detection with feature autoencoderTianyi Zhu, Lina Liu, Yibo Sun, Zhi Lu, Yuanlong Zhang, Chao Xu, Jun Chen 0023. kbs, 304:112445, 2024. [doi]

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