| 2026 | AAAI | Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries. | Haocheng Lu, Nan Zhang, Wei Tao, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang |
| 2025 | ACL | Data Interpreter: An LLM Agent for Data Science. | Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Robert Tang, Xiangtao Lu, Xiawu Zheng, Xinbing Liang, Yaying Fei, Yuheng Cheng, Yongxin Ni, Zhibin Gou, Zongze Xu, Yuyu Luo, Chenglin Wu |
| 2025 | ACL | MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts. | Wei Tao, Haocheng Lu, Xiaoyang Qu, Bin Zhang, Kai Lu, Jiguang Wan, Jianzong Wang |
| 2025 | DATE | Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference. | Wei Tao, Bin Zhang, Xiaoyang Qu, Jiguang Wan, Jianzong Wang |
| 2025 | EMNLP | C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations. | Chengqian Ma, Wei Tao, Steven Y. Guo |
| 2025 | ICASSP | PointActionCLIP: Preventing Transfer Degradation in Point Cloud Action Recognition with a Triple-Path CLIP. | Wei Tao, Shenglin He, Xiaoyang Qu, Jiguang Wan, Jianzong Wang |
| 2025 | IJCNN | BAGNet: A Boundary-Aware Graph Attention Network for 3D Point Cloud Semantic Segmentation. | Wei Tao, Xiaoyang Qu, Kai Lu, Jiguang Wan, Shenglin He, Jianzong Wang |
| 2025 | ICSE | An Empirical Study on Commit Message Generation Using LLMs via In-Context Learning. | Yifan Wu, Yunpeng Wang, Ying Li, Wei Tao, Siyu Yu, Haowen Yang, Wei Jiang, Jianguo Li |
| 2024 | AAAI | On the Convergence of an Adaptive Momentum Method for Adversarial Attacks. | Sheng Long, Wei Tao, Shuohao Li, Jun Lei, Jun Zhang |
| 2024 | ACCV | UNet-: Memory-Efficient and Feature-Enhanced Network Architecture Based on U-Net with Reduced Skip-Connections. | Lingxiao Yin, Wei Tao, Dongyue Zhao, Tadayuki Ito, Kinya Osa, Masami Kato, Tse-Wei Chen |
| 2024 | CVPR | Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation. | Tse-Wei Chen, Wei Tao, Dongyue Zhao, Kazuhiro Mima, Tadayuki Ito, Kinya Osa, Masami Kato |
| 2024 | DATE | Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers. | Wei Tao, Shenglin He, Kai Lu, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang, Jing Xiao |
| 2024 | IJCAI | Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks. | Xin Liu, Wei Tao, Wei Li, Dazhi Zhan, Jun Wang, Zhisong Pan |
| 2024 | IGARSS | Evaluating FY-3E GNOS-II Global Wind Product for Nearshore and Open Ocean: A Study Utilizing NDBC and TAO/TRITON Buoy Data. | Xinhai Han, Xiaohui Li, Jingsong Yang, Wei Tao, Yiqi Wang |
| 2024 | IGARSS | Evaluation of Ionospheric Information Derived from Spaceborne Synthetic Aperture Radar: A Case Study in the Polar Region. | Bing Li, Shan Zeng, Chunxia Zhou, Hao Li, Huanjun Hu, Wei Tao, Zurun Wang |
| 2022 | EMNLP | RACE: Retrieval-augmented Commit Message Generation. | Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun |
| 2022 | ICASSP | Type-Aware Medical Visual Question Answering. | Anda Zhang, Wei Tao, Ziyan Li, Haofen Wang, Wenqiang Zhang |
| 2022 | IJCNN | QSpeech: Low-Qubit Quantum Speech Application Toolkit. | Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Wei Tao, Jing Xiao |
| 2021 | AAAI | Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex Optimization. | Wei Tao, Wei Li, Zhisong Pan, Qing Tao |
| 2021 | CVPR | CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications. | Tse-Wei Chen, Deyu Wang, Wei Tao, Dongchao Wen, Lingxiao Yin, Tadayuki Ito, Kinya Osa, Masami Kato |
| 2021 | ICASSP | Triple Sequence Generative Adversarial Nets for Unsupervised Image Captioning. | Yucheng Zhou, Wei Tao, Wenqiang Zhang |
| 2021 | ICLR | The Role of Momentum Parameters in the Optimal Convergence of Adaptive Polyak's Heavy-ball Methods. | Wei Tao, Sheng Long, Gaowei Wu, Qing Tao |
| 2021 | PLDI | JPortal: precise and efficient control-flow tracing for JVM programs with Intel processor trace. | Zhiqiang Zuo, Kai Ji, Yifei Wang, Wei Tao, Linzhang Wang, Xuandong Li, Guoqing Harry Xu |
| 2020 | ACCV | Fully Supervised and Guided Distillation for One-Stage Detectors. | Deyu Wang, Dongchao Wen, Junjie Liu, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato |
| 2020 | CVPR | BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model. | Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato |
| 2020 | ECCV | Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions. | Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato |
| 2020 | ECCV | QuantNet: Learning to Quantize by Learning Within Fully Differentiable Framework. | Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato |
| 2019 | CVPR | Condensation-Net: Memory-Efficient Network Architecture With Cross-Channel Pooling Layers and Virtual Feature Maps. | Tse-Wei Chen, Motoki Yoshinaga, Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Kinya Osa, Masami Kato |
| 2019 | CVPR | DupNet: Towards Very Tiny Quantized CNN With Improved Accuracy for Face Detection. | Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato |
| 2019 | CVPR | Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation. | Junjie Liu, Dongchao Wen, Hongxing Gao, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato |
| 2018 | CVPR | IFQ-Net: Integrated Fixed-Point Quantization Networks for Embedded Vision. | Hongxing Gao, Wei Tao, Dongchao Wen, Tse-Wei Chen, Kinya Osa, Masami Kato |