| 2026 | ACL | Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents. | Huangwei Chen, Wu Li, Junhao Jia, Yining Chen, Xiaotao Pang, YaLong Chen, Gonghui Li, Haishuai Wang, Jiajun Bu, Lei Wu |
| 2026 | ASPDAC | Beyond Labels: Data-Efficient Wafer Yield Prediction with TabESA. | Pang Guo, Yining Chen |
| 2026 | ASPDAC | REDM: Regression-Guided Diffusion Modeling for Universal Soft Sensor Enhancement in Semiconductor Process Control. | Weiping Xie, Yumeng Shi, Pang Guo, Yining Chen |
| 2025 | ASPDAC | DefectTrackNet: Efficient Root Cause Analysis of Wafer Defects in Semiconductor Manufacturing Using a Lightweight CNN-Transformer Architecture. | Lichao Zeng, Zhouzhouzhou Mei, Zhongyu Shi, Yining Chen |
| 2025 | ICDE | KARMAD: KAN-Based Adversarial Robust Model for Anomaly Detection. | Fangke Chen, Xiaotian Qiu, Yihan Ye, Ruyue Jing, Yining Chen, Dawei Gao |
| 2024 | DAC | Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect Segmentation. | Yibo Qiao, Weiping Xie, Shunyuan Lou, Qian Jin, Lichao Zeng, Yining Chen, Qi Sun, Cheng Zhuo |
| 2024 | ICCAD | SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image. | Qian Jin, Yuqi Jiang, Xudong Lu, Yumeng Liu, Yining Chen, Dawei Gao, Qi Sun, Cheng Zhuo |
| 2024 | ICML | Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision. | Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, Bowen Baker, Leo Gao, Leopold Aschenbrenner, Yining Chen, Adrien Ecoffet, Manas Joglekar, Jan Leike, Ilya Sutskever, Jeffrey Wu |
| 2024 | SMC | Fine-Grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-Scale Pre-Trained Model. | Zhonglong Chen, Changwei Song, Yining Chen, Jianqiang Li, Guanghui Fu, Yongsheng Tong, Qing Zhao |
| 2022 | NAACL | Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting. | Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang |
| 2022 | NAACL | Analytical Reasoning of Text. | Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan |
| 2022 | WSDM | Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training. | Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang |
| 2021 | ACL | Maria: A Visual Experience Powered Conversational Agent. | Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang |
| 2021 | AISTATS | Active Online Learning with Hidden Shifting Domains. | Yining Chen, Haipeng Luo, Tengyu Ma, Chicheng Zhang |
| 2021 | EMNLP | Learning Neural Templates for Recommender Dialogue System. | Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang |
| 2021 | ICLR | Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization. | Kaidi Cao, Yining Chen, Junwei Lu, Nikos Archiga, Adrien Gaidon, Tengyu Ma |
| 2021 | ICLR | Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data. | Colin Wei, Kendrick Shen, Yining Chen, Tengyu Ma |
| 2021 | KDD | Table2Charts: Recommending Charts by Learning Shared Table Representations. | Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang |
| 2020 | ICLR | Weakly Supervised Disentanglement with Guarantees. | Rui Shu, Yining Chen, Abhishek Kumar, Stefano Ermon, Ben Poole |
| 2018 | NAACL | Recurrent Neural Networks as Weighted Language Recognizers. | Yining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May, Kevin Knight |
| 2010 | Interspeech | A perceptual study of acceleration parameters in HMM-based TTS. | Yining Chen, Zhi-Jie Yan, Frank K. Soong |
| 2009 | ICASSP | State mapping for cross-language speaker adaptation in TTS. | Yining Chen, Yang Jiao, Yao Qian, Frank K. Soong |
| 2008 | ICASSP | Discriminative training for improving letter-to-sound conversion performance. | Yining Chen, Peng Liu, Jia-Li You, Frank K. Soong |
| 2008 | ICASSP | Improving letter-to-sound conversion performance with automatically generated new words. | Jia-Li You, Yining Chen, Frank K. Soong, Jin-Lin Wang |
| 2008 | Interspeech | A real-time text to audio-visual speech synthesis system. | Lijuan Wang, Xiaojun Qian, Lei Ma, Yao Qian, Yining Chen, Frank K. Soong |
| 2007 | ICASSP | Agreement Learning for Automatic Accent Annotation. | Xinqiang Ni, Yining Chen, Min Chu, Frank K. Soong, Yong Zhao, Ping Zhang |
| 2007 | Interspeech | An unsupervised approach to automatic prosodic annotation. | Xinqiang Ni, Yining Chen, Frank K. Soong, Min Chu, Ping Zhang |
| 2006 | ICASSP | Identifying Language Origin of Person Names With N-Grams of Different Units. | Yining Chen, Jia-Li You, Min Chu, Yong Zhao, Jin-Lin Wang |
| 2006 | ICASSP | A Hierarchical Approach to Automatic Stress Detection in English Sentences. | Min Lai, Yining Chen, Min Chu, Yong Zhao, Fangyu Hu |
| 2006 | ICASSP | Measuring Target Cost in Unit Selection with Kl-Divergence Between Context-Dependent HMMS. | Yong Zhao, Peng Liu, Yusheng Li, Yining Chen, Min Chu |
| 2006 | Interspeech | Identify language origin of personal names with normalized appearance number of web pages. | Jia-Li You, Yining Chen, Min Chu, Yong Zhao, Jin-Lin Wang |
| 2006 | Interspeech | Constructing stylistic synthesis databases from audio books. | Yong Zhao, Di Peng, Lijuan Wang, Min Chu, Yining Chen, Peng Yu, Jun Guo |
| 2005 | Interspeech | Customizing base unit set with speech database in TTS systems. | Yining Chen, Yong Zhao, Min Chu |
| 2003 | ICASSP | A novel efficient decoding algorithm for CDHMM-based speech recognizer on chip. | Xuan Zhu, Yining Chen, Jia Liu, Runsheng Liu |
| 2003 | Interspeech | Voice conversion with smoothed GMM and MAP adaptation. | Yining Chen, Min Chu, Eric Chang, Jia Liu, Runsheng Liu |