| 2026 | ACL | Query-Aware Knowledge Retrieval via Hyperbolic Structuring. | Chuang Zhou, Junnan Dong, Yilin Xiao, Shengyuan Chen, Su Dong, Di Yin, Xing Sun, Zhaozhuo Xu, Xiao Huang |
| 2026 | ACL | Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG. | Chuang Zhou, Zheng Yuan, Linhao Luo, Zhaozhuo Xu, Yilin Xiao, Junnan Dong, Siyu An, Di Yin, Xing Sun, Xiao Huang |
| 2026 | ASPLOS | TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill & Decode Inference. | Xiaojuan Tang, Fanxu Meng, Pingzhi Tang, Yuxuan Wang, Di Yin, Xing Sun, Muhan Zhang |
| 2025 | ACL | Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. | Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang |
| 2025 | ACL | RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following. | Junru Lu, Jiazheng Li, Guodong Shen, Lin Gui, Siyu An, Yulan He, Di Yin, Xing Sun |
| 2025 | ACL | Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models. | Kangyang Luo, Zichen Ding, Zhenmin Weng, Lingfeng Qiao, Meng Zhao, Xiang Li, Di Yin, Jinlong Shu |
| 2025 | ACL | RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents. | Pinyi Zhang, Siyu An, Lingfeng Qiao, Yifei Yu, Jingyang Chen, Jie Wang, Di Yin, Xing Sun, Kai Zhang |
| 2025 | COLING | FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. | Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun |
| 2025 | COLING | MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. | Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li |
| 2025 | EMNLP | Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts. | Yifei Yu, Qian-Wen Zhang, Lingfeng Qiao, Di Yin, Fang Li, Jie Wang, Chen Zeng Xi, Suncong Zheng, Xiaolong Liang, Xing Sun |
| 2024 | EMNLP | Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence. | Junru Lu, Jiazheng Li, Siyu An, Meng Zhao, Yulan He, Di Yin, Xing Sun |
| 2023 | CVPR | OSAN: A One-Stage Alignment Network to Unify Multimodal Alignment and Unsupervised Domain Adaptation. | Ye Liu, Lingfeng Qiao, Changchong Lu, Di Yin, Chen Lin, Haoyuan Peng, Bo Ren |
| 2023 | EMNLP | VKIE: The Application of Key Information Extraction on Video Text. | Siyu An, Ye Liu, Haoyuan Peng, Di Yin |
| 2023 | ICASSP | Unsupervised Extractive Summarization With Heterogeneous Graph Embeddings for Chinese Documents. | Chen Lin, Ye Liu, Siyu An, Di Yin |
| 2022 | EMNLP | Grafting Pre-trained Models for Multimodal Headline Generation. | Lingfeng Qiao, Chen Wu, Ye Liu, Haoyuan Peng, Di Yin, Bo Ren |
| 2022 | IJCNLP | Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning. | Zhuoxuan Jiang, Lingfeng Qiao, Di Yin, Shanshan Feng, Bo Ren |
| 2022 | NAACL | RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction. | Yuan Liang, Zhuoxuan Jiang, Di Yin, Bo Ren |
| 2020 | KDD | Learning to Generate Personalized Query Auto-Completions via a Multi-View Multi-Task Attentive Approach. | Di Yin, Jiwei Tan, Zhe Zhang, Hongbo Deng, Shujian Huang, Jiajun Chen |
| 2019 | IJCAI | Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons. | Di Yin, Shujian Huang, Xin-Yu Dai, Jiajun Chen |