Zheyang Li

33 papers A* 8A 2Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
SparseLight: Dynamic gradient-optimized softmax for efficient transformer acceleration.
Knowl. Based Syst.
Kai Zhang, Chaoxiang Lan, Yazhang Xu, Zheyang Li, Wenming Tan, Ye Ren, Jilin Hu
2025 J jnl
1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models.
CoRR
Zeliang Zong, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Yiyan Zhai, Jilin Hu
2025 — conf
1+1\ensuremath>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models.
EMNLP (Findings)
Zeliang Zong, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Yiyan Zhai, Jilin Hu
2025 J jnl
An adaptive outlier correction quantization method for vision Transformers.
Frontiers Inf. Technol. Electron. Eng.
Zheyang Li, Chaoxiang Lan, Kai Zhang, Wenming Tan, Ye Ren, Jun Xiao
2025 — conf
Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression.
EMNLP (Industry Track)
Yi Zhang, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Jilin Hu
2024 J jnl
Exploiting Depth Priors for Few-Shot Neural Radiance Field Reconstruction.
IEEE Robotics Autom. Lett.
Shuya Chen, Zheyang Li, Hao Zhu, Wenming Tan, Ye Ren, Zhiyu Xiang
2024 J jnl
Exploring non-steady-state charge transport dynamics in information processing: insights from reservoir computing.
Neuromorph. Comput. Eng.
Zheyang Li, Xi Yu
2024 J jnl
UN-η: An offline adaptive normalization method for deploying transformers.
Knowl. Based Syst.
Zheyang Li, Kai Zhang, Qiming Yang, Chaoxiang Lan, Huanlong Zhang, Wenming Tan, Jun Xiao, Shiliang Pu
2024 J jnl
Unifying Fourteen Post-Hoc Attribution Methods With Taylor Interactions.
IEEE Trans. Pattern Anal. Mach. Intell.
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Ziwei Yang, Zheyang Li, Quanshi Zhang
2023 J jnl
AuxBranch: Binarization residual-aware network design via auxiliary branch search.
Pattern Recognit.
Siming Fu, Huanpeng Chu, Lu Yu, Bo Peng, Zheyang Li, Wenming Tan, Haoji Hu
2023 J jnl
Bash in the Wild: Language Usage, Code Smells, and Bugs.
ACM Trans. Softw. Eng. Methodol.
Yiwen Dong, Zheyang Li, Yongqiang Tian, Chengnian Sun, Michael W. Godfrey, Meiyappan Nagappan
2023 A* conf
Bit-shrinking: Limiting Instantaneous Sharpness for Improving Post-training Quantization.
CVPR
Chen Lin, Bo Peng, Zheyang Li, Wenming Tan, Ye Ren, Jun Xiao, Shiliang Pu
2023 A* conf
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection.
ICCV
Longrong Yang, Xianpan Zhou, Xuewei Li, Liang Qiao, Zheyang Li, Ziwei Yang, Gaoang Wang, Xi Li
2023 J jnl
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection.
CoRR
Longrong Yang, Xianpan Zhou, Xuewei Li, Liang Qiao, Zheyang Li, Ziwei Yang, Gaoang Wang, Xi Li
2023 J jnl
Dynamic connection pruning for densely connected convolutional neural networks.
Appl. Intell.
Xinyi Hu, Hangxiang Fang, Ling Zhang, Xue Zhang, Howard H. Yang, Dongxiao Yang, Bo Peng, Zheyang Li, Haoji Hu
2023 A* conf
Language Adaptive Weight Generation for Multi-Task Visual Grounding.
CVPR
Wei Su, Peihan Miao, Huanzhang Dou, Gaoang Wang, Liang Qiao, Zheyang Li, Xi Li
2023 J jnl
Language Adaptive Weight Generation for Multi-task Visual Grounding.
CoRR
Wei Su, Peihan Miao, Huanzhang Dou, Gaoang Wang, Liang Qiao, Zheyang Li, Xi Li
2023 A* conf
Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation.
ICCV
Heng Zhao, Shenxing Wei, Dahu Shi, Wenming Tan, Zheyang Li, Ye Ren, Xing Wei, Yi Yang, Shiliang Pu
2023 J jnl
Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions.
CoRR
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Ziwei Yang, Zheyang Li, Quanshi Zhang
2022 A* conf
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation.
ACM Multimedia
Yulei Lu, Yawei Luo, Li Zhang, Zheyang Li, Yi Yang, Jun Xiao
2022 J jnl
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation.
CoRR
Yulei Lu, Yawei Luo, Li Zhang, Zheyang Li, Yi Yang, Jun Xiao
2022 A conf
Dynamic Feature Pyramid Networks for Detection.
ICME
Kai Zhang, Zheyang Li, Haoji Hu, Bin Li, Wenming Tan, Haixian Lu, Jun Xiao, Ye Ren, Shiliang Pu
2022 — conf
Efficient Channel Pruning via Architecture-Guided Search Space Shrinking.
PRCV (1)
Zhi Yang, Zheyang Li
2022 A* conf
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization.
NeurIPS
Chuanyang Zheng, Zheyang Li, Kai Zhang, Zhi Yang, Wenming Tan, Jun Xiao, Ye Ren, Shiliang Pu
2022 J jnl
UWC: Unit-wise Calibration Towards Rapid Network Compression.
CoRR
Chen Lin, Zheyang Li, Bo Peng, Haoji Hu, Wenming Tan, Ye Ren, Shiliang Pu
2022 A* conf
Unified Normalization for Accelerating and Stabilizing Transformers.
ACM Multimedia
Qiming Yang, Kai Zhang, Chaoxiang Lan, Zhi Yang, Zheyang Li, Wenming Tan, Jun Xiao, Shiliang Pu
2022 J jnl
Unified Normalization for Accelerating and Stabilizing Transformers.
CoRR
Qiming Yang, Kai Zhang, Chaoxiang Lan, Zhi Yang, Zheyang Li, Wenming Tan, Jun Xiao, Shiliang Pu
2021 J jnl
Cascade Bagging for Accuracy Prediction with Few Training Samples.
CoRR
Ruyi Zhang, Ziwei Yang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li
2021 J jnl
Improving Ranking Correlation of Supernet with Candidates Enhancement and Progressive Training.
CoRR
Ziwei Yang, Ruyi Zhang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li
2021 A conf
UWC: Unit-wise Calibration Towards Rapid Network Compression.
BMVC
Chen Lin, Zheyang Li, Bo Peng, Wenming Tan, Ye Ren, Shiliang Pu
2020 A* conf
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations.
AAAI
Zhaoyi Yan, Yemin Shi, Yaowei Wang, Mingkui Tan, Zheyang Li, Wenming Tan, Yonghong Tian
2018 — conf
Extreme Network Compression via Filter Group Approximation.
ECCV (8)
Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu
2018 J jnl
Extreme Network Compression via Filter Group Approximation.
CoRR
Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu