| 2026 | AAAI | DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression. | Youneng Bao, Yulong Cheng, Yiping Liu, Yichen Yang, Peng Qin, Mu Li, Yongsheng Liang |
| 2025 | ANT | The Engagement of Prospective Chinese Engineers in Translation Software and Generative AI toward Learning English. | Kaiwen Yang, Yikerong Wang, Lin Ma, Shiru Qiao, Haoran Lin, Yichen Yang, Edison B. Estigoy, Sun Hao |
| 2025 | EMNLP | Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? | Dianqing Lin, Aruukhan, Hongxu Hou, Shuo Sun, Wei Chen, Yichen Yang, Guodong Shi |
| 2025 | ICANN | Few-Shot Learning for Syndrome Differentiation with Two Prompts. | Xian Zhou, Sophia Yat Mei Lee, Xinhe Gang, Yichen Yang, Yu Liu, Shengfeng Ju, Shoushan Li |
| 2025 | NAACL | Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks. | Yichen Yang, Xin Liu, Kun He |
| 2025 | PRICAI | Predict Social Economic Outcomes by Transferred Knowledge with Satellite Imagery. | Yang Tang, Shih-Fen Cheng, Yunqiang Zhu, Yichen Yang, Zhiqiang Zou |
| 2025 | SMC | Best Initialization Vectors: Image Dimensionality Reduction and Linear Feature Analysis. | Yichen Yang, Hongxu Hou, Wei Chen |
| 2024 | ICASSP | Stereophonic Music Source Separation with Spatially-Informed Bridging Band-Split Network. | Yichen Yang, Haowen Li, Xianrui Wang, Wen Zhang, Shoji Makino, Jingdong Chen |
| 2024 | ISPA | Reconciling the Accuracy-Speed in Traffic Field's Time Series Forecasting. | Peinan Zhao, Jin Yan, Yumeng A, Yichen Yang, Yidong Li, Hongwei Zhao |
| 2023 | ACL | Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions. | Yibin Wang, Yichen Yang, Di He, Kun He |
| 2023 | ASPLOS | GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference. | Haojie Ye, Sanketh Vedula, Yuhan Chen, Yichen Yang, Alex M. Bronstein, Ronald G. Dreslinski, Trevor N. Mudge, Nishil Talati |
| 2023 | ICASSP | Spatially Informed Independent vector analysis for Source Extraction based on the convolutive Transfer Function Model. | Xianrui Wang, Andreas Brendel, Gongping Huang, Yichen Yang, Walter Kellermann, Jingdong Chen |
| 2022 | ISCA | NDMiner: accelerating graph pattern mining using near data processing. | Nishil Talati, Haojie Ye, Yichen Yang, Leul Belayneh, Kuan-Yu Chen, David T. Blaauw, Trevor N. Mudge, Ronald G. Dreslinski |
| 2022 | UAI | Robust textual embedding against word-level adversarial attacks. | Yichen Yang, Xiaosen Wang, Kun He |
| 2022 | SAGT | On the Impact of Player Capability on Congestion Games. | Yichen Yang, Kai Jia, Martin C. Rinard |
| 2021 | AAAI | Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks. | Xiaosen Wang, Yichen Yang, Yihe Deng, Kun He |
| 2021 | HPCA | Prodigy: Improving the Memory Latency of Data-Indirect Irregular Workloads Using Hardware-Software Co-Design. | Nishil Talati, Kyle May, Armand Behroozi, Yichen Yang, Kuba Kaszyk, Christos Vasiladiotis, Tarunesh Verma, Lu Li, Brandon Nguyen, Jiawen Sun, John Magnus Morton, Agreen Ahmadi, Todd M. Austin, Michael F. P. O'Boyle, Scott A. Mahlke, Trevor N. Mudge, Ronald G. Dreslinski |
| 2021 | UAI | Natural language adversarial defense through synonym encoding. | Xiaosen Wang, Jin Hao, Yichen Yang, Kun He |
| 2020 | HCI | EasySketchDesign: Product Sketch Design Assisted with Interactive Sketch Retrieval. | Yukun Hu, Suihuai Yu, Jianjie Chu, Yichen Yang, Chen Chen, Fangmin Cheng |
| 2019 | ISPASS | Parallelism Analysis of Prominent Desktop Applications: An 18- Year Perspective. | Siying Feng, Subhankar Pal, Yichen Yang, Ronald G. Dreslinski |
| 2017 | ICONIP | Feature Selection Using Smooth Gradient L | Hongmin Gao, Yichen Yang, Bingyin Zhang, Long Li, Huaqing Zhang, Shujun Wu |