| 2026 | ACL | SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion. | George Ma, Anurag Koul, Qi Chen, Yawen Wu, Sachit Kuhar, Yu Yu, Aritra Sengupta, Varun Kumar, Murali Krishna Ramanathan |
| 2025 | AAAI | DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis. | Pan Wang, Qiang Zhou, Yawen Wu, Tianlong Chen, Jingtong Hu |
| 2025 | MICCAI | Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization. | Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2024 | ECCV | Contrastive Learning with Synthetic Positives. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi |
| 2024 | EMNLP | Unlocking Memorization in Large Language Models with Dynamic Soft Prompting. | Zhepeng Wang, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng, Weiwen Jiang, Shangqian Gao, Yanfu Zhang |
| 2024 | MICCAI | Self-guided Knowledge-Injected Graph Neural Network for Alzheimer's Diseases. | Zhepeng Wang, Runxue Bao, Yawen Wu, Guodong Liu, Lei Yang, Liang Zhan, Feng Zheng, Weiwen Jiang, Yanfu Zhang |
| 2023 | AAAI | Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2023 | MICCAI | Transfer Learning-Assisted Survival Analysis of Breast Cancer Relying on the Spatial Interaction Between Tumor-Infiltrating Lymphocytes and Tumors. | Yawen Wu, Yingli Zuo, Qi Zhu, Jianpeng Sheng, Daoqiang Zhang, Wei Shao |
| 2023 | MICCAI | Additional Positive Enables Better Representation Learning for Medical Images. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2022 | DAC | The larger the fairer?: small neural networks can achieve fairness for edge devices. | Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2022 | DATE | Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices. | Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu |
| 2022 | IJCAI | Decentralized Unsupervised Learning of Visual Representations. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu |
| 2022 | MICCAI | FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. | Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu |
| 2022 | MICCAI | Identify Consistent Imaging Genomic Biomarkers for Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors. | Yingli Zuo, Yawen Wu, Zixiao Lu, Qi Zhu, Kun Huang, Daoqiang Zhang, Wei Shao |
| 2021 | ASPDAC | Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. | Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2021 | ICCAD | Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu |
| 2021 | ISCAS | Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network. | Yuyang Li, Yawen Wu, Xincheng Zhang, Ehab A. Hamed, Jingtong Hu, Inhee Lee |
| 2021 | MICCAI | Federated Contrastive Learning for Volumetric Medical Image Segmentation. | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu |
| 2021 | MICCAI | Positional Contrastive Learning for Volumetric Medical Image Segmentation. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | DAC | Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. | Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2019 | ICASSP | Lung Nodule Detection with a 3D ConvNet via IoU Self-normalization and Maxout Unit. | Fei Li, Hongyu Huang, Yawen Wu, Congbo Cai, Yue Huang, Xinghao Ding |
| 2018 | ICONIP | High Efficient Reconstruction of Single-Shot Magnetic Resonance T_2 Mapping Through Overlapping Echo Detachment and DenseNet. | Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai |
| 2018 | ICONIP | A Deep Ensemble Network for Compressed Sensing MRI. | Huafeng Wu, Yawen Wu, Liyan Sun, Congbo Cai, Yue Huang, Xinghao Ding |
| 2018 | RSP | Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper). | Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu |