| 2026 | AAAI | MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment. | Huangbiao Xu, Huanqi Wu, Xiao Ke, Junyi Wu, Rui Xu, Jinglin Xu |
| 2026 | ASPDAC | SnipSnap: A Joint Compression Format and Dataflow Co-Optimization Framework for Efficient Sparse LLM Accelerator Design. | Junyi Wu, Chao Fang, Zhongfeng Wang |
| 2026 | ASPDAC | BalanceGS: Algorithm-System Co-design for Efficient 3D Gaussian Splatting Training on GPU. | Junyi Wu, Jiaming Xu, Jinhao Li, Yongkang Zhou, Jiayi Pan, Xingyang Li, Guohao Dai |
| 2025 | CVPR | Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition. | Junyi Wu, Yan Huang, Min Gao, Yuzhen Niu, Yuzhong Chen, Qiang Wu |
| 2025 | ICCAD | CoXplorer: Multi-Staged Co-Exploration Framework for AI Model Compression and Accelerator Design. | Songchen Ma, Junyi Wu, Yonghao Tan, Pingcheng Dong, Peng Luo, Di Pang, Yu Liu, Xuejiao Liu, Luhong Liang, Kwang-Ting Cheng, Fengbin Tu |
| 2025 | ICCV | QuEST: Low-Bit Diffusion Model Quantization via Efficient Selective Finetuning. | Haoxuan Wang, Yuzhang Shang, Zhihang Yuan, Junyi Wu, Junchi Yan, Yan Yan |
| 2025 | ICCV | CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation. | Haoxuan Wang, Zhenghao Zhao, Junyi Wu, Yuzhang Shang, Gaowen Liu, Yan Yan |
| 2025 | ICCV | QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation. | Junyi Wu, Zhiteng Li, Zheng Hui, Yulun Zhang, Linghe Kong, Xiaokang Yang |
| 2025 | ISCA | SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting. | Jiaming Xu, Jiayi Pan, Yongkang Zhou, Siming Chen, Jinhao Li, Yaoxiu Lian, Junyi Wu, Guohao Dai |
| 2025 | SecureComm | Complementary Ensemble Empirical Mode Decomposition and Permutation Entropy-Empowered Network Traffic Anomaly Detection for Secure QUIC Communications. | Liang Shan, Ming Jiang, Yuehua Fan, Jinquan Nie, Junyi Wu, Yuanlong Cao |
| 2024 | AAAI | Selective and Orthogonal Feature Activation for Pedestrian Attribute Recognition. | Junyi Wu, Yan Huang, Min Gao, Yuzhen Niu, Mingjing Yang, Zhipeng Gao, Jianqiang Zhao |
| 2024 | CVPR | Token Transformation Matters: Towards Faithful Post-Hoc Explanation for Vision Transformer. | Junyi Wu, Bin Duan, Weitai Kang, Hao Tang, Yan Yan |
| 2024 | CVPR | On the Faithfulness of Vision Transformer Explanations. | Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan |
| 2024 | ECCV | Dataset Quantization with Active Learning Based Adaptive Sampling. | Zhenghao Zhao, Yuzhang Shang, Junyi Wu, Yan Yan |
| 2024 | FPL | HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator. | Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao |
| 2022 | HPSR | An QUIC Traffic Anomaly Detection Model Based on Empirical Mode Decomposition. | Gang Lei, Junyi Wu, Keyang Gu, Lejun Ji, Yuanlong Cao, Xun Shao |
| 2022 | SENSYS | AI Stethoscope for Home Self-Diagnosis with AR Guidance. | Kaiyuan Hou, Stephen Xia, Junyi Wu, Minghui Zhao, Emily Bejerano, Xiaofan Jiang |
| 2019 | VCIP | Pose Recognition for Dense Vehicles under Complex Street Scenario. | Zhenjia Fan, Zhifeng Chen, Junyi Wu, Chenhao Pei |
| 2019 | VCIP | Improving Person Re-Identification Performance Using Body Mask Via Cross-Learning Strategy. | Junyi Wu, Lingxiang Yao, Yan Huang, Jingsong Xu, Qiang Wu, Liqin Huang |
| 2019 | VCIP | Deep Learning Based In-Loop Filter for Video Coding. | Yue Yu, Xiuzhi Yang, Jian Chen, Bo Huang, Junyi Wu |