Jianchao Tan

63 papers A* 13A 3Misc 2Journal 39Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
AFA-LoRA: Enabling Non-Linear Adaptations in LoRA with Activation Function Annealing.
CoRR
Jiacheng Li, Jianchao Tan, Zhidong Yang, Feiye Huo, Yerui Sun, Yuchen Xie, Xunliang Cai
2025 J jnl
Accelerate Speculative Decoding with Sparse Computation in Verification.
CoRR
Jikai Wang, Jianchao Tan, Yuxuan Hu, Jiayu Qin, Yerui Sun, Yuchen Xie, Xunliang Cai, Juntao Li, Min Zhang
2025 J jnl
C2T: A Classifier-Based Tree Construction Method in Speculative Decoding.
CoRR
Feiye Huo, Jianchao Tan, Kefeng Zhang, Xunliang Cai, Shengli Sun
2025 J jnl
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures.
CoRR
Jiayu Qin, Jianchao Tan, Kefeng Zhang, Xunliang Cai, Wei Wang
2025 J jnl
Optimizing Native Sparse Attention with Latent Attention and Local Global Alternating Strategies.
CoRR
Yuxuan Hu, Jianchao Tan, Jiaqi Zhang, Wen Zan, Pingwei Sun, Yifan Lu, Yerui Sun, Yuchen Xie, Xunliang Cai, Jing Zhang
2025 J jnl
Palette-Based Color Harmonization.
IEEE Trans. Vis. Comput. Graph.
Jianchao Tan, Jose Echevarria, Yotam I. Gingold
2025 J jnl
WISCA: A Lightweight Model Transition Method to Improve LLM Training via Weight Scaling.
CoRR
Jiacheng Li, Jianchao Tan, Zhidong Yang, Pingwei Sun, Feiye Huo, Jiayu Qin, Yerui Sun, Yuchen Xie, Xunliang Cai, Xiangyu Zhang, Maoxin He, Guangming Tan, Weile Jia, Tong Zhao
2024 — conf
Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism.
USENIX ATC
Tailing Yuan, Yuliang Liu, Xucheng Ye, Shenglong Zhang, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
2024 J jnl
CountFormer: Multi-View Crowd Counting Transformer.
CoRR
Hong Mo, Xiong Zhang, Jianchao Tan, Cheng Yang, Qiong Gu, Bo Hang, Wenqi Ren
2024 — conf
CountFormer: Multi-view Crowd Counting Transformer.
ECCV (52)
Hong Mo, Xiong Zhang, Jianchao Tan, Cheng Yang, Qiong Gu, Bo Hang, Wenqi Ren
2024 J jnl
EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference.
CoRR
YuLei Qian, Fengcun Li, Xiangyang Ji, Xiaoyu Zhao, Jianchao Tan, Kefeng Zhang, Xunliang Cai
2024 J jnl
PHD-NAS: Preserving helpful data to promote Neural Architecture Search.
Neurocomputing
Shun Lu, Yu Hu, Longxing Yang, Jilin Mei, Zihao Sun, Jianchao Tan, Chengru Song
2024 J jnl
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation.
CoRR
Ao Wang, Hui Chen, Jianchao Tan, Kefeng Zhang, Xunliang Cai, Zijia Lin, Jungong Han, Guiguang Ding
2024 A* conf
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
ICLR
Yang Jin, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
2023 J jnl
ASP: Automatic Selection of Proxy dataset for efficient AutoML.
CoRR
Peng Yao, Chao Liao, Jiyuan Jia, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
2023 J jnl
ColorfulCurves: Palette-Aware Lightness Control and Color Editing via Sparse Optimization.
ACM Trans. Graph.
Cheng-Kang Ted Chao, Jason Klein, Jianchao Tan, Jose Echevarria, Yotam I. Gingold
2023 Misc conf
Dynamic TF-TDNN: Dynamic Time Delay Neural Network Based on Temporal-Frequency Attention for Dialect Recognition.
ICASSP
Chao Liao, Jinwen Huang, Huan Yuan, Peng Yao, Jianchao Tan, Dawei Zhang, Feng Deng, Xiaorui Wang, Chengru Song
2023 J jnl
High Quality Superpixel Generation Through Regional Decomposition.
IEEE Trans. Circuits Syst. Video Technol.
Yunyang Xu, Xifeng Gao, Caiming Zhang, Jianchao Tan, Xuemei Li
2023 J jnl
Image vectorization and editing via linear gradient layer decomposition.
ACM Trans. Graph.
Zheng-Jun Du, Liang-Fu Kang, Jianchao Tan, Yotam I. Gingold, Kun Xu
2023 A* conf
MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion.
ICLR
Chao Liao, Jianchao Tan, Jiyuan Jia, Yi Guo, Chengru Song
2023 Misc conf
NAS-DYMC: NAS-Based Dynamic Multi-Scale Convolutional Neural Network for Sound Event Detection.
ICASSP
Jun Wang, Peng Yao, Feng Deng, Jianchao Tan, Chengru Song, Xiaorui Wang
2023 A* conf
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS.
CVPR
Shun Lu, Yu Hu, Longxing Yang, Zihao Sun, Jilin Mei, Jianchao Tan, Chengru Song
2023 J jnl
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS.
CoRR
Shun Lu, Yu Hu, Longxing Yang, Zihao Sun, Jilin Mei, Jianchao Tan, Chengru Song
2023 A* conf
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor.
AAAI
Shun Lu, Yu Hu, Peihao Wang, Yan Han, Jianchao Tan, Jixiang Li, Sen Yang, Ji Liu
2023 J jnl
PaletteNeRF: palette-based color editing for NeRFs.
Commun. Inf. Syst.
Qiling Wu, Jianchao Tan, Kun Xu
2023 A* conf
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks.
ACM Multimedia
Jue Chen, Huan Yuan, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
2023 J jnl
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks.
CoRR
Jue Chen, Huan Yuan, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
2023 A conf
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems.
CIKM
Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song
2023 J jnl
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems.
CoRR
Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song
2023 J jnl
USDC: Unified Static and Dynamic Compression for Visual Transformer.
CoRR
Huan Yuan, Chao Liao, Jianchao Tan, Peng Yao, Jiyuan Jia, Bin Chen, Chengru Song, Di Zhang
2023 J jnl
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
CoRR
Yang Jin, 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
2022 A conf
Conformer Space Neural Architecture Search for Multi-Task Audio Separation.
INTERSPEECH
Shun Lu, Yang Wang, Peng Yao, Chenxing Li, Jianchao Tan, Feng Deng, Xiaorui Wang, Chengru Song
2022 J jnl
E^2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles.
CoRR
Zhenyu Hu, Zhenyu Wu, Pengcheng Pi, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2022 J jnl
LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction.
CoRR
Yi Guo, Zhaocheng Liu, Jianchao Tan, Chao Liao, Daqing Chang, Qiang Liu, Sen Yang, Ji Liu, Dongying Kong, Zhi Chen, Chengru Song
2022 J jnl
PaletteNeRF: Palette-based Color Editing for NeRFs.
CoRR
Qiling Wu, Jianchao Tan, Kun Xu
2022 A* conf
Unified Visual Transformer Compression.
ICLR
Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
2022 J jnl
Unified Visual Transformer Compression.
CoRR
Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
2022 A conf
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation.
INTERSPEECH
Yang Wang, Chenxing Li, Feng Deng, Shun Lu, Peng Yao, Jianchao Tan, Chengru Song, Xiaorui Wang
2021 A* conf
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation.
CVPR
Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren
2021 — conf
E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles.
CVPR Workshops
Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2021 A* conf
GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization.
ICCV
Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen Yang, Ji Liu
2021 J jnl
GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization.
CoRR
Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen Yang, Ji Liu
2021 A* conf
Hand Image Understanding via Deep Multi-Task Learning.
ICCV
Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu
2021 J jnl
Hand Image Understanding via Deep Multi-Task Learning.
CoRR
Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu
2021 A* conf
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting.
ICCV
Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding
2021 A* conf
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework.
NeurIPS
Shun Lu, Jixiang Li, Jianchao Tan, Sen Yang, Ji Liu
2021 — conf
The 2020 Low-Power Computer Vision Challenge.
AICAS
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
2021 A* conf
UMEC: Unified model and embedding compression for efficient recommendation systems.
ICLR
Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu
2021 J jnl
Video recoloring via spatial-temporal geometric palettes.
ACM Trans. Graph.
Zheng-Jun Du, Kai-Xiang Lei, Kun Xu, Jianchao Tan, Yotam I. Gingold
2020 J jnl
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation.
CoRR
Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Wenqi Ren
2020 — conf
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards.
ECCV (13)
Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang
2020 J jnl
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards.
CoRR
Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang
2020 A* conf
HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation.
ACM Multimedia
Lin Huang, Jianchao Tan, Jingjing Meng, Ji Liu, Junsong Yuan
2020 — conf
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation.
ECCV (25)
Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan
2020 J jnl
Hyperspectral Inverse Skinning.
Comput. Graph. Forum
Songrun Liu, Jianchao Tan, Zhigang Deng, Yotam I. Gingold
2020 J jnl
Learning Color Compatibility in Fashion Outfits.
CoRR
Heming Zhang, Xuewen Yang, Jianchao Tan, Chi-Hao Wu, Jue Wang, C.-C. Jay Kuo
2019 J jnl
Pigmento: Pigment-Based Image Analysis and Editing.
IEEE Trans. Vis. Comput. Graph.
Jianchao Tan, Stephen DiVerdi, Jingwan Lu, Yotam I. Gingold
2018 J jnl
Efficient palette-based decomposition and recoloring of images via RGBXY-space geometry.
ACM Trans. Graph.
Jianchao Tan, Jose Echevarria, Yotam I. Gingold
2018 J jnl
Palette-based image decomposition, harmonization, and color transfer.
CoRR
Jianchao Tan, Jose Echevarria, Yotam I. Gingold
2017 J jnl
Decomposing Images into Layers via RGB-Space Geometry.
ACM Trans. Graph.
Jianchao Tan, Jyh-Ming Lien, Yotam I. Gingold
2017 J jnl
Pigmento: Pigment-Based Image Analysis and Editing.
CoRR
Jianchao Tan, Stephen DiVerdi, Jingwan Lu, Yotam I. Gingold
2015 J jnl
Decomposing Digital Paintings into Layers via RGB-space Geometry.
CoRR
Jianchao Tan, Jyh-Ming Lien, Yotam I. Gingold
2015 J jnl
Decomposing time-lapse paintings into layers.
ACM Trans. Graph.
Jianchao Tan, Marek Dvoroznák, Daniel Sýkora, Yotam I. Gingold