| 2026 | ACL | SudokuFill: A Multi-Agent Progressive Filling Framework for Document-Level Scientific Information Extraction. | Yang Li, Yajiao Wang, Yu Zhang, Yuanzhe Zhang, Maodi Hu, Mengting Zhang, Xi Sun, Hua Yue, Zhixiong Zhang |
| 2026 | ACL | OPINE: A Prior-calibrated Scoring Framework for LLM-based Multi-label Scientific Opinion Classification. | Mengting Zhang, Gaofeng Pan, Zhixiong Zhang, Yang Li, Guangyin Zhang |
| 2026 | ACL | Datasets for Scientific Literature Understanding: A Survey. | Yuanzhe Zhang, Xun Zhao, Maodi Hu, Xi Sun, Donghuan Song, Zhixiong Zhang |
| 2025 | ADMA | ProxyIE: Parameter-Free Adaptation for Scientific Information Extraction via Proxy Tuning. | Yang Li, Yajiao Wang, Zhixiong Zhang, Mengting Zhang, Meng Wang, Xin Lin |
| 2025 | ADMA | Explain Before Classify: Contrastive Rationale Distillation for Academic Opinion Recognition. | Mengting Zhang, Zhixiong Zhang, Yajiao Wang, Yang Li, Xin Lin, Meng Wang |
| 2025 | DATA | Innovative Sentence Classification in Scientific Literature: A Two-Phase Approach with Time Mixing Attention and Mixture of Experts. | Meng Wang, Mengting Zhang, Hanyu Li, Jing Xie, Zhixiong Zhang, Yang Li, Gaihong Yu |
| 2025 | IC3K | Triples, Chains, and Trees: A Hybrid Knowledge Representation Framework for Multi-Modal Scientific Content. | Maodi Hu, Donghuan Song, Xiumin Liu, Xi Sun, Zhixiong Zhang |
| 2025 | IC3K | Enhanced LLM Text Classification Method with Embedded Semantic Feature Encoding. | Meng Wang, Jing Xie, Yang Li, Zhixiong Zhang, Hanyu Li |
| 2025 | ICML | SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation. | Zihan Liu, Shuangrui Ding, Zhixiong Zhang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang |
| 2025 | TrustCom | TrustSciAgent: Towards Rigorous and Trustworthy Agents for Scientific Research. | Yang Li, Meng Wang, Mengting Zhang, Zhixiong Zhang, Guangyin Zhang, Hanyu Li |
| 2024 | EMNLP | SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model. | Dayong Wu, Jiaqi Li, Baoxin Wang, Honghong Zhao, Siyuan Xue, Yanjie Yang, Zhijun Chang, Rui Zhang, Li Qian, Bo Wang, Shijin Wang, Zhixiong Zhang, Guoping Hu |
| 2024 | IC3K | An Improved Meta-Knowledge Prompt Engineering Approach for Generating Research Questions in Scientific Literature. | Meng Wang, Zhixiong Zhang, Hanyu Li, Guangyin Zhang |