Publications

Yanghao Zhou, Jingyu Ma, Yibo Peng, Zhenguo Sun, Yu Bai^†, Börje F. Karlsson (2026). ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control. arXiv Preprint.

Bin Xu^*, Yu Bai^*, Huashan Sun^*, Yiguan Lin^*, Siming Liu, Xinyue Liang, Yaolin Li, Yang Gao, Heyan Huang (2026). EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios. ACL 2026.

Yu Bai, MingMing Yu, Chaojie Li, Ziyi Bai, Xinlong Wang, Börje F. Karlsson (2026). EgoActor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models. arXiv Preprint.

Huashan Sun, Shengyi Liao, Yansen Han, Yu Bai, Yang Gao, Cheng Fu, Weizhou Shen, Fanqi Wan, Ming Yan, Ji Zhang, Fei Huang (2026). SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization. ICLR 2026.

Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung (2026). Identifying and Analyzing Task-Encoding Tokens in Large Language Models. AAAI 2026.

Haoqi Yuan, Yu Bai, Yuhui Fu, Bohan Zhou, Yicheng Feng, Xinrun Xu, Yi Zhan, Börje F. Karlsson, Zongqing Lu (2025). Being-0: A Humanoid Robotic Agent with Vision-Language Models and Modular Skills. arXiv Preprint.

Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao (2024). How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. Findings of EMNLP 2024.

Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Yang Gao, Heyan Huang (2024). Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. ACL 2024.

Yu Bai^*, Xiyuan Zou^*, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung (2024). CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. EMNLP 2024.

Yaolin Li, Yang Gao, Yu Bai, Heyan Huang (2023). Enhancing Consistency with the Fusion of Paralleled Decoders for Text Generation. Information Fusion.

Jiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao (2023). DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder. IWSLT 2023.

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen (2022). Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. SIGIR 2022.

Heyan Huang, Yu Bai, Yang Gao, Minpeng Liao (2022). Dynamic Token Halting for Efficient Abstractive Summarization with Importance-aware Regularization. KBS.

Jiaao Zhan, Yang Gao, Yu Bai, Qianhui Liu (2022). Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion. IJCAI-2022.

Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen (2022). PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. COLING 2022.

Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xiaoyan Gao, Xian-Ling Mao (2022). Can Pretrained English Language Models Benefit Non-English NLP Systems in Low-Resource Scenarios?. TASLP.

Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang (2021). Exploring Explainable Selection to Control Abstractive Summarization. AAAI 2021.

Yu Bai, Yang Gao, Heyan Huang (2021). Cross-Lingual Abstractive Summarization with Limited Parallel Resources. ACL-IJCNLP 2021.

Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang, Yang Gao (2019). Multiple perspective answer reranking for multi-passage reading comprehension. NLPCC 2019.