GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet. - Shan You; Tao Huang 020; Mingmin Yang; Fei Wang 032; Chen Qian 006; Changshui Zhang (CVPR, 2020)

Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers. - Yuxuan Du; Tao Huang 020; Shan You; Min-Hsiu Hsieh; Dacheng Tao (CoRR, 2020)

Data Agnostic Filter Gating for Efficient Deep Networks. - Xiu Su; Shan You; Tao Huang 020; Hongyan Xu 002; Fei Wang 032; Chen Qian 006; Changshui Zhang; Chang Xu 002 (CoRR, 2020)

Explicitly Learning Topology for Differentiable Neural Architecture Search. - Tao Huang 020; Shan You; Yibo Yang; Zhuozhuo Tu; Fei Wang 032; Chen Qian 006; Changshui Zhang (CoRR, 2020)

Prioritized Architecture Sampling With Monto-Carlo Tree Search. - Xiu Su; Tao Huang 020; Yanxi Li 001; Shan You; Fei Wang 032; Chen Qian 006; Changshui Zhang; Chang Xu 002 (CVPR, 2021)

Locally Free Weight Sharing for Network Width Search. - Xiu Su; Shan You; Tao Huang 020; Fei Wang 032; Chen Qian 006; Changshui Zhang; Chang Xu 002 (ICLR, 2021)

GreedyNASv2: Greedier Search with a Greedy Path Filter. - Tao Huang 020; Shan You; Fei Wang 032; Chen Qian 006; Changshui Zhang; Xiaogang Wang 001; Chang Xu 002 (CVPR, 2022)

DyRep: Bootstrapping Training with Dynamic Re-parameterization. - Tao Huang 020; Shan You; Bohan Zhang; Yuxuan Du; Fei Wang 032; Chen Qian 006; Chang Xu 002 (CVPR, 2022)

Data Agnostic Filter Gating For Efficient Deep Networks. - Hongyan Xu 002; Xiu Su; Shan You; Tao Huang 020; Fei Wang 032; Chen Qian 006; Changshui Zhang; Chang Xu 002; Dadong Wang; Arcot Sowmya (ICASSP, 2022)

Relational Surrogate Loss Learning. - Tao Huang 020; Zekang Li; Hua Lu 017; Yong Shan; Shusheng Yang; Yang Feng; Fei Wang 032; Shan You; Chang Xu 002 (ICLR, 2022)

Knowledge Distillation from A Stronger Teacher. - Tao Huang 020; Shan You; Fei Wang 032; Chen Qian 006; Chang Xu 002 (NeurIPS, 2022)

LightViT: Towards Light-Weight Convolution-Free Vision Transformers. - Tao Huang 020; Lang Huang 001; Shan You; Fei Wang 032; Chen Qian 006; Chang Xu 002 (CoRR, 2022)

Masked Distillation with Receptive Tokens. - Tao Huang 020; Yuan Zhang 020; Shan You; Fei Wang 032; Chen Qian 006; Jian Cao 002; Chang Xu 002 (ICLR, 2023)

Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty. - Yuan Zhang 020; Weihua Chen; Yichen Lu; Tao Huang 020; Xiuyu Sun; Jian Cao 002 (ACM Multimedia, 2023)

Knowledge Diffusion for Distillation. - Tao Huang 020; Yuan Zhang 020; Mingkai Zheng; Shan You; Fei Wang 032; Chen Qian 006; Chang Xu 002 (NeurIPS, 2023)

Not All Steps are Equal: Efficient Generation with Progressive Diffusion Models. - Wenhao Li; Xiu Su; Shan You; Tao Huang 020; Fei Wang 032; Chen Qian 006; Chang Xu 002 (CoRR, 2023)

An energy-aware service placement strategy using hybrid meta-heuristic algorithm in iot environments. - Yuanchao Hu; Tao Huang 020; Yang Yu; Yunzhu An; Mengdan Cheng; Wen Zhou; Wentao Xian (Clust. Comput., 2023)

FreeKD: Knowledge Distillation via Semantic Frequency Prompt. - Yuan Zhang 020; Tao Huang 020; Jiaming Liu 003; Tao Jiang; Kuan Cheng; Shanghang Zhang (CVPR, 2024)

Active Generation for Image Classification. - Tao Huang 020; Jiaqi Liu; Shan You; Chang Xu 002 (ECCV (48), 2024)

LocalMamba: Visual State Space Model with Windowed Selective Scan. - Tao Huang 020; Xiaohuan Pei; Shan You; Fei Wang 032; Chen Qian 006; Chang Xu 002 (ECCV Workshops (11), 2024)

Training-Free Composite Scene Generation for Layout-to-Image Synthesis. - Jiaqi Liu; Tao Huang 020; Chang Xu 002 (ECCV (68), 2024)

Unveiling the Tapestry of Consistency in Large Vision-Language Models. - Yuan Zhang 020; Fei Xiao; Tao Huang 020; Chun-Kai Fan; Hongyuan Dong; Jiawen Li 006; Jiacong Wang; Kuan Cheng; Shanghang Zhang; Haoyuan Guo (NeurIPS, 2024)

SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference. - Yuan Zhang 020; Chun-Kai Fan; Junpeng Ma; Wenzhao Zheng; Tao Huang 020; Kuan Cheng; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Shanghang Zhang (CoRR, 2024)

Cross-Self KV Cache Pruning for Efficient Vision-Language Inference. - Xiaohuan Pei; Tao Huang 020; Chang Xu 002 (CoRR, 2024)

Diverse and tailored image generation for zero-shot multi-label classification. - Kaixin Zhang; Zhixiang Yuan; Tao Huang 020 (Knowl. Based Syst., 2024)

EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba. - Xiaohuan Pei; Tao Huang 020; Chang Xu 002 (AAAI, 2025)

MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders. - Jiajun Cao; Yuan Zhang 020; Tao Huang 020; Ming Lu; Qizhe Zhang; Ruichuan An; Ningning Ma; Shanghang Zhang (CVPR, 2025)

Learning Mask Invariant Mutual Information for Masked Image Modeling. - Tao Huang 020; Yanxiang Ma; Shan You; Chang Xu 002 (ICLR, 2025)

VLA-Cache: Towards Efficient Vision-Language-Action Model via Adaptive Token Caching in Robotic Manipulation. - Siyu Xu; Yunke Wang; Chenghao Xia; Dihao Zhu; Tao Huang 020; Chang Xu 002 (CoRR, 2025)

Rethinking Causal Mask Attention for Vision-Language Inference. - Xiaohuan Pei; Tao Huang 020; Yanxiang Ma; Chang Xu 002 (CoRR, 2025)

AutoV: Learning to Retrieve Visual Prompt for Large Vision-Language Models. - Yuan Zhang 020; Chun-Kai Fan; Tao Huang 020; Ming Lu; Sicheng Yu; Junwen Pan; Kuan Cheng; Qi She; Shanghang Zhang (CoRR, 2025)

DIST+: Knowledge Distillation From a Stronger Adaptive Teacher. - Tao Huang 020; Shan You; Fei Wang 032; Chen Qian 006; Chang Xu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)