| 2025 | DAC | UVLLM: An Automated Universal RTL Verification Framework using LLMs. | Yuchen Hu, Junhao Ye, Ke Xu, Jialin Sun, Shiyue Zhang, Xinyao Jiao, Dingrong Pan, Jie Zhou, Ning Wang, Weiwei Shan, Xinwei Fang, Xi Wang, Nan Guan, Zhe Jiang |
| 2025 | EMNLP | Improving Instruct Models for Free: A Study on Partial Adaptation. | Ozan Irsoy, Pengxiang Cheng, Jennifer L. Chen, Daniel Preotiuc-Pietro, Shiyue Zhang, Duccio Pappadopulo |
| 2025 | ICLR | CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models. | Zheng Chong, Xiao Dong, Haoxiang Li, Shiyue Zhang, Wenqing Zhang, Hanqing Zhao, Xujie Zhang, Dongmei Jiang, Xiaodan Liang |
| 2025 | NAACL | RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models. | Bang An, Shiyue Zhang, Mark Dredze |
| 2024 | ECCV | GarmentAligner: Text-to-Garment Generation via Retrieval-Augmented Multi-level Corrections. | Shiyue Zhang, Zheng Chong, Xujie Zhang, Hanhui Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang |
| 2024 | ICML | Reflected Flow Matching. | Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang |
| 2024 | ICML | Kernel Semi-Implicit Variational Inference. | Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang |
| 2023 | ACL | Evaluating the Factual Consistency of Large Language Models Through News Summarization. | Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal, Colin Raffel |
| 2023 | ACL | Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization. | Shiyue Zhang, David Wan, Mohit Bansal |
| 2023 | ACL | MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies. | Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David S. Rosenberg |
| 2023 | EMNLP | HistAlign: Improving Context Dependency in Language Generation by Aligning with History. | David Wan, Shiyue Zhang, Mohit Bansal |
| 2023 | ICCV | DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment. | Xujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang |
| 2023 | ICLR | Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees. | Swarnadeep Saha, Shiyue Zhang, Peter Hase, Mohit Bansal |
| 2022 | ACL | How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language. | Shiyue Zhang, Benjamin Frey, Mohit Bansal |
| 2022 | AMTA | How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? | Shiyue Zhang, Vishrav Chaudhary, Naman Goyal, James Cross, Guillaume Wenzek, Mohit Bansal, Francisco Guzmn |
| 2022 | EDM | Adversarial bandits for drawing generalizable conclusions in non-adversarial experiments: an empirical study. | Zhi-Han Yang, Shiyue Zhang, Anna N. Rafferty |
| 2022 | NAACL | Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? | Xiang Zhou, Shiyue Zhang, Mohit Bansal |
| 2021 | ACL | Continuous Language Generative Flow. | Zineng Tang, Shiyue Zhang, Hyounghun Kim, Mohit Bansal |
| 2021 | ACL | EmailSum: Abstractive Email Thread Summarization. | Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal |
| 2021 | ACL | ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback. | Shiyue Zhang, Benjamin Frey, Mohit Bansal |
| 2021 | EMNLP | Finding a Balanced Degree of Automation for Summary Evaluation. | Shiyue Zhang, Mohit Bansal |
| 2020 | EMNLP | Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? | Peter Hase, Shiyue Zhang, Harry Xie, Mohit Bansal |
| 2020 | EMNLP | ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization. | Shiyue Zhang, Benjamin Frey, Mohit Bansal |
| 2019 | EMNLP | Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering. | Shiyue Zhang, Mohit Bansal |
| 2017 | ACL | Flexible and Creative Chinese Poetry Generation Using Neural Memory. | Jiyuan Zhang, Yang Feng, Dong Wang, Yang Wang, Andrew Abel, Shiyue Zhang, Andi Zhang |
| 2017 | EMNLP | Memory-augmented Neural Machine Translation. | Yang Feng, Shiyue Zhang, Andi Zhang, Dong Wang, Andrew Abel |
| 2017 | ICASSP | Memory visualization for gated recurrent neural networks in speech recognition. | Zhiyuan Tang, Ying Shi, Dong Wang, Yang Feng, Shiyue Zhang |