- Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chenyi Lei, An Liu, Chengru Song, Xiaoqiang Lei, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu:
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. CoRR abs/2309.04669 (2023) - Huan Yuan, Chao Liao, Jianchao Tan, Peng Yao, Jiyuan Jia, Bin Chen, Chengru Song, Di Zhang:
USDC: Unified Static and Dynamic Compression for Visual Transformer. CoRR abs/2310.11117 (2023) - Peng Yao, Chao Liao, Jiyuan Jia, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang:
ASP: Automatic Selection of Proxy dataset for efficient AutoML. CoRR abs/2310.11478 (2023) - 2022
- Bo Tang, Wenqi Lu, Bo Yan, Kaiyuan Lu, Jianchao Feng, Liang Guo:
A Novel Position Speed Integrated Sliding Mode Variable Structure Controller for Position Control of PMSM. IEEE Trans. Ind. Electron. 69(12): 12621-12631 (2022) - Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu:
Achieving Privacy-Preserving and Lightweight Truth Discovery in Mobile Crowdsensing. IEEE Trans. Knowl. Data Eng. 34(11): 5140-5153 (2022) - Qingqing Tang, Zesong Fei, Jianchao Zheng, Bin Li, Lei Guo, Jing Wang:
Secure Aerial Computing: Convergence of Mobile Edge Computing and Blockchain for UAV Networks. IEEE Trans. Veh. Technol. 71(11): 12073-12087 (2022) - Shuyuan Xu, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang:
Dynamic Causal Collaborative Filtering. CIKM 2022: 2301-2310 - Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei:
MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications. HPCC/DSS/SmartCity/DependSys 2022: 126-134 - Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang:
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. ICCD 2022: 415-418 - Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang:
Unified Visual Transformer Compression. ICLR 2022 - Minjin Tang, Mei Wen, Yasong Cao, Junzhong Shen, Jianchao Yang, Jiawei Fei, Yang Guo, Sheng Liu:
Mentha: Enabling Sparse-Packing Computation on Systolic Arrays. ICPP 2022: 18:1-18:11 - Shun Lu, Yang Wang, Peng Yao, Chenxing Li, Jianchao Tan, Feng Deng, Xiaorui Wang, Chengru Song:
Conformer Space Neural Architecture Search for Multi-Task Audio Separation. INTERSPEECH 2022: 5358-5362 - Yang Wang, Chenxing Li, Feng Deng, Shun Lu, Peng Yao, Jianchao Tan, Chengru Song, Xiaorui Wang:
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation. INTERSPEECH 2022: 5373-5377 - Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang:
Unified Visual Transformer Compression. CoRR abs/2203.08243 (2022) - Yi Guo, Zhaocheng Liu, Jianchao Tan, Chao Liao, Daqing Chang, Qiang Liu, Sen Yang, Ji Liu, Dongying Kong, Zhi Chen, Chengru Song:
LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction. CoRR abs/2206.00267 (2022) - Zhenyu Hu, Zhenyu Wu, Pengcheng Pi, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu:
E2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles. CoRR abs/2206.02281 (2022) - Shuyuan Xu, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang:
Dynamic Causal Collaborative Filtering. CoRR abs/2208.11094 (2022) - Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang:
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. CoRR abs/2209.09434 (2022) - Qiling Wu, Jianchao Tan, Kun Xu:
PaletteNeRF: Palette-based Color Editing for NeRFs. CoRR abs/2212.12871 (2022) - 2021
- Yi Zhao, Jianchao Zeng, Ying Tan:
Neighborhood samples and surrogate assisted multi-objective evolutionary algorithm for expensive many-objective optimization problems. Appl. Soft Comput. 105: 107268 (2021) - Yi Zhao, Chaoli Sun, Jianchao Zeng, Ying Tan, Guochen Zhang:
A surrogate-ensemble assisted expensive many-objective optimization. Knowl. Based Syst. 211: 106520 (2021) - Ke Tan, Xingyu Lu, Jianchao Yang, Weimin Su, Hong Gu:
A Novel Bayesian Super-Resolution Method for Radar Forward-Looking Imaging Based on Markov Random Field Model. Remote. Sens. 13(20): 4115 (2021) - Zheng-Jun Du, Kai-Xiang Lei, Kun Xu, Jianchao Tan, Yotam I. Gingold:
Video recoloring via spatial-temporal geometric palettes. ACM Trans. Graph. 40(4): 150:1-150:16 (2021) - Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou:
Can Steering Wheel Detect Your Driving Fatigue? IEEE Trans. Veh. Technol. 70(6): 5537-5550 (2021) - Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, Jeffery Pan:
The 2020 Low-Power Computer Vision Challenge. AICAS 2021: 1-4 - Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu:
E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles. CVPR Workshops 2021: 905-913 - Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren:
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation. CVPR 2021: 13956-13967 - Jianchao Yang, Mei Wen, Minjin Tang, Junzhong Shen, Chunyuan Zhang:
SAI: Self-Adjusting Incremental Quantile Estimation for Sparse Training of Neural Networks on Hardware Accelerators. HPCC/DSS/SmartCity/DependSys 2021: 1049-1058 - Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding:
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting. ICCV 2021: 4490-4500 - Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen Yang, Ji Liu:
GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization. ICCV 2021: 5219-5230