| 2026 | AAAI | WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles. | Xiuli Kang, Yinlong Xiao, Minghao Hu, Yuan Huang, Bin Mao, Ming Wang, Fang Wang, Zhunchen Luo, Wei Luo, Guotong Geng |
| 2026 | AAAI | CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning. | Zechen Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Qiaoming Zhu |
| 2026 | AAAI | DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing. | Ming Wang, Minghao Hu, Xiuli Kang, Li He, Yu Tian, Chunming Liu, Han Shi, Zhunchen Luo, Wei Luo, Guotong Geng |
| 2026 | AAAI | Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task. | Bo Zhang, Cong Gao, Linkang Yang, Bingxu Han, Minghao Hu, Zhunchen Luo, Guotong Geng, Xiaoying Bai, Jun Zhang, Wen Yao, Zhong Wang |
| 2026 | ACL | IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking. | Zechen Sun, Yuyang Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Guotong Geng, Min Zhang |
| 2026 | ACL | When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval. | Mingxu Tao, Jiawei Hu, Xian Zhou, Wenpeng Hu, Jiajun Cheng, Yunbo Cao, Zhunchen Luo, Guotong Geng |
| 2026 | ACL | DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs. | Bo Zhang, Jiawei Zhang, Cong Gao, Bingxu Han, Minghao Hu, Jun Zhang, Yunbo Cao, Zhunchen Luo, Wen Yao, Guotong Geng, Zhong Wang |
| 2025 | ACL | Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model. | Cong Gao, Bo Zhang, Linkang Yang, Minghao Hu, Zhunchen Luo, Xiaoying Bai, Guotong Geng, Jun Zhang, Yunhua Xue |
| 2025 | ACL | Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models. | Yisheng Xiao, Juntao Li, Wenpeng Hu, Zhunchen Luo, Min Zhang |
| 2025 | CVPR | AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation. | Jingyi Xie, Jintao Yang, Zhunchen Luo, Yunbo Cao, Qiang Gao, Mengyuan Zhang, Wenpeng Hu |
| 2025 | EMNLP | Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework. | Yini Wang, Xian Zhou, Shengan Zheng, Linpeng Huang, Zhunchen Luo, Wei Luo, Xiaoying Bai |
| 2025 | EMNLP | SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models. | Bo Zhang, Cong Gao, Linkang Yang, Bingxu Han, Minghao Hu, Zhunchen Luo, Guotong Geng, Xiaoying Bai, Jun Zhang, Wen Yao, Zhong Wang |
| 2025 | ICASSP | Improving Robustness of Post-hoc Calibration Against Common Corruptions By Learnable Augmentation. | Jun Zhang, Minghao Hu, Zhunchen Luo, Wei Luo, Guotong Geng, Xiaoyin Bai |
| 2025 | IJCNN | Leveraging Statistical Machine Learning to Boost Large Language Models. | Zhiyu Ding, Wenpeng Hu, Jianyong Duan, Jiaxin Bai, Minghao Hu, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | Knowledge-Optimized Multi-Agent Dynamics Framework for Zero-Shot Relation Triplet Extraction. | Yu Tian, Minghao Hu, Jianyong Duan, Wenpeng Hu, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | Are Task-Specific Datasets the Be-All and End-All for LLM Performance? | Jintao Yang, Yushan Tan, Wenpeng Hu, Junyao Zhou, Zonghao Yang, Zhunchen Luo, Wei Luo |
| 2025 | PRICAI | SCD-HDC: A Hallucination Detection and Correction Method for LLMs Based on Syntactic Component Decomposition. | Shilong Liu, Minghao Hu, Xiantao Xu, Wei Luo, Guotong Geng, Zhunchen Luo |
| 2025 | SMC | CLUG: Contrastive Learning Unified Retrieval with Graph-Ranked Demonstrations for Enhanced In-Context Learning. | Xiantao Xu, Minghao Hu, Shilong Liu, Wei Luo, Yushan Tan, Zhunchen Luo |
| 2024 | ICANN | PLIClass: Weakly Supervised Text Classification with Iterative Training and Denoisy Inference. | Xiantao Xu, Minghao Hu, Yongjie Wang, Wei Luo, Shilong Liu, Zhunchen Luo, Yushan Tan |
| 2024 | ICANN | REM: A Ranking-Based Automatic Evaluation Method for LLMs. | Jintao Yang, Yushan Tan, Wenpeng Hu, Zonghao Yang, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2024 | IJCNN | Exploring Instruction Feature Adaptation for Event Argument Extraction in Large Language Models. | Zonghao Yang, Jintao Yang, Yushan Tan, Changhai Tian, Junyao Zhou, Jun Ma, Wenpeng Hu, Zhunchen Luo, Wei Luo |
| 2023 | EMNLP | TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects. | Qi Wu, Wen-Han Chao, Xian Zhou, Zhunchen Luo |
| 2023 | EMNLP | Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need. | Jinxuan Wu, Wenhan Chao, Xian Zhou, Zhunchen Luo |
| 2023 | EMNLP | Improved Training of Deep Text Clustering. | Zonghao Yang, Wenpeng Hu, Yushan Tan, Zhunchen Luo |
| 2020 | ACL | Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description. | Yakun Hu, Zhunchen Luo, Wenhan Chao |
| 2019 | EMNLP | A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature. | He Zhao, Zhunchen Luo, Chong Feng, Anqing Zheng, Xiaopeng Liu |
| 2019 | IJCNN | Selective Expression For Event Coreference Resolution on Twitter. | Wenhan Chao, Ping Wei, Zhunchen Luo, Xiao Liu, Guobin Sui |
| 2019 | KSEM | A Shallow Semantic Parsing Framework for Event Argument Extraction. | Zhunchen Luo, Guobin Sui, He Zhao, Xiaosong Li |
| 2019 | SIGIR | A Context-based Framework for Resource Citation Classification in Scientific Literatures. | He Zhao, Zhunchen Luo, Chong Feng, Yuming Ye |
| 2018 | COLING | Interpretable Rationale Augmented Charge Prediction System. | Xin Jiang, Hai Ye, Zhunchen Luo, Wenhan Chao, Wenjia Ma |
| 2018 | COLING | Real-time Scholarly Retweeting Prediction System. | Zhunchen Luo, Xiao Liu |
| 2018 | COLING | CRST: a Claim Retrieval System in Twitter. | Wenjia Ma, Wenhan Chao, Zhunchen Luo, Xin Jiang |
| 2018 | CoNEXT | Proteus: network-aware web browsing on heterogeneous mobile systems. | Jie Ren, Xiaoming Wang, Jianbin Fang, Yansong Feng, Dongxiao Zhu, Zhunchen Luo, Jie Zheng, Zheng Wang |
| 2018 | EMNLP | Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. | Xiao Liu, Zhunchen Luo, Heyan Huang |
| 2018 | ICTIR | Entity Set Expansion from Twitter. | He Zhao, Chong Feng, Zhunchen Luo, Changhai Tian |
| 2018 | NAACL | Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions. | Hai Ye, Xin Jiang, Zhunchen Luo, Wenhan Chao |
| 2018 | WISE | Claim Retrieval in Twitter. | Wenjia Ma, Wenhan Chao, Zhunchen Luo, Xin Jiang |
| 2017 | ACL | Jointly Extracting Relations with Class Ties via Effective Deep Ranking. | Hai Ye, Wenhan Chao, Zhunchen Luo, Zhoujun Li |
| 2017 | PAKDD | Dependency-Tree Based Convolutional Neural Networks for Aspect Term Extraction. | Hai Ye, Zichao Yan, Zhunchen Luo, Wen-Han Chao |
| 2016 | EMNLP | Speculation and Negation Scope Detection via Convolutional Neural Networks. | Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou, Zhunchen Luo, Wei Luo |
| 2015 | ECIR | Automatically Assessing Wikipedia Article Quality by Exploiting Article-Editor Networks. | Xinyi Li, Jintao Tang, Ting Wang, Zhunchen Luo, Maarten de Rijke |
| 2013 | APWEB | Improving Keyphrase Extraction from Web News by Exploiting Comments Information. | Zhunchen Luo, Jintao Tang, Ting Wang |
| 2013 | SIGIR | Who will retweet me?: finding retweeters in twitter. | Zhunchen Luo, Miles Osborne, Jintao Tang, Ting Wang |
| 2013 | WISE | Propagated Opinion Retrieval in Twitter. | Zhunchen Luo, Jintao Tang, Ting Wang |
| 2012 | AAAI | Improving Twitter Retrieval by Exploiting Structural Information. | Zhunchen Luo, Miles Osborne, Sasa Petrovic, Ting Wang |
| 2012 | ICWSM | Opinion Retrieval in Twitter. | Zhunchen Luo, Miles Osborne, Ting Wang |