| 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 | 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 | 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 |
| 2026 | DSN | Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training. | Minghao Hu, Qiang Zeng, Lannan Luo |
| 2025 | AAAI | Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction. | Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan, Weidong Xiao |
| 2025 | AAAI | M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking. | Fang Wang, Shenglin Yin, Xiaoying Bai, Minghao Hu, Tianwei Yan, Yi Liang |
| 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 | COLING | Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction. | Biao Hu, Zhen Huang, Minghao Hu, Pinglv Yang, Peng Qiao, Yong Dou, Zhilin Wang |
| 2025 | EMNLP | R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration. | Chenlong Bao, Shijie Li, Minghao Hu, Ming Qiao, Bin Zhang, Jin-Tao Tang, Shasha Li, Ting Wang |
| 2025 | EMNLP | FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture. | Minghao Hu, Junzhe Wang, Weisen Zhao, Qiang Zeng, Lannan Luo |
| 2025 | EMNLP | AELC: Adaptive Entity Linking with LLM-Driven Contextualization. | Fang Wang, Zhengwei Tao, Ming Wang, Minghao Hu, 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 | DiffMEL: A large-scale difficulty-graded dataset for Multimodal Entity Linking. | Fang Wang, Xiaoying Bai, Tianwei Yan, Minghao Hu, Yi Liang |
| 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 | 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 | COLING | Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model. | Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan, Weidong Xiao |
| 2024 | COLING | KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion. | Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Dong Yang, Xicheng Lu |
| 2024 | EMNLP | F²RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation. | Haiyang Wang, Yuchen Pan, Xin Song, Xuechen Zhao, Minghao Hu, Bin Zhou |
| 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 |
| 2023 | AAAI | MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER. | Shan Zhao, Chengyu Wang, Minghao Hu, Tianwei Yan, Meng Wang |
| 2023 | IJCAI | A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction. | Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Wei Luo, Dong Yang, Xicheng Lu |
| 2023 | KSEM | Multi-level Contrastive Learning for Commonsense Question Answering. | Quntian Fang, Zhen Huang, Ziwen Zhang, Minghao Hu, Biao Hu, Ankun Wang, Dong Sheng Li |
| 2023 | MMM | HSS: A Hierarchical Semantic Similarity Hard Negative Sampling Method for Dense Retrievers. | Xinjia Xie, Feng Liu, Shun Gai, Zhen Huang, Minghao Hu, Ankun Wang |
| 2022 | ACL | Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training. | Peixin Huang, Xiang Zhao, Minghao Hu, Yang Fang, Xinyi Li, Weidong Xiao |
| 2022 | CIKM | Interactive Contrastive Learning for Self-Supervised Entity Alignment. | Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng |
| 2022 | COLING | Adaptive Threshold Selective Self-Attention for Chinese NER. | Biao Hu, Zhen Huang, Minghao Hu, Ziwen Zhang, Yong Dou |
| 2022 | IROS | Development of a 6 DOF Soft Robotic Manipulator with Integrated Sensing Skin. | Shen Treratanakulchai, Enrico Franco, Arnau Garriga-Casanovas, Minghao Hu, Panagiotis Kassanos, Ferdinando Rodriguez y Baena |
| 2022 | ICTAI | Similarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition. | Yifan Chen, Zhan Huang, Minghao Hu, Dongsheng Li, Changjian Wang, Ankun Wang, Boyang Wang, Xicheng Lu |
| 2022 | KSEM | Deep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation. | Ankun Wang, Feng Liu, Zhen Huang, Minghao Hu, Dongsheng Li, Yifan Chen, Xinjia Xie |
| 2022 | UIC | Relational Context Enhanced Dual Path Reasoning for Fact Prediction in Knowledge Graph. | Yilin Wang, Zhen Huang, Minghao Hu, Dongsheng Li, Wei Luo, Dong Yang |
| 2021 | AAAI | Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER. | Shan Zhao, Minghao Hu, Zhiping Cai, Haiwen Chen, Fang Liu |
| 2020 | IJCAI | Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction. | Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu |
| 2020 | IJCNN | RAD: Reinforced Attention Decoder Model On Question Generation. | Xin Li, Zhen Huang, Feng Liu, Changjian Wang, Minghao Hu, Shiyi Xu, Yuxing Peng |
| 2019 | AAAI | Read + Verify: Machine Reading Comprehension with Unanswerable Questions. | Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li |
| 2019 | ACL | Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li |
| 2019 | ACL | Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv |
| 2019 | EMNLP | A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li |
| 2019 | HPCC | Extract, Attend, Predict: Aspect-Based Sentiment Analysis with Deep Self-Attention Network. | Yiwei Lv, Minghao Hu, Chao Yang, YuanYan Tang, Hongjun Wang |
| 2018 | EMNLP | Attention-Guided Answer Distillation for Machine Reading Comprehension. | Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou |
| 2018 | IJCAI | Reinforced Mnemonic Reader for Machine Reading Comprehension. | Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou |
| 2017 | ICTAI | SDF-NN: A Deep Neural Network with Semantic Dropping and Fusion for Natural Language Inference. | Ludan Tan, Changjian Wang, Qin Lv, Yuxing Peng, Minghao Hu, Xiang Zhao, Zhen Huang |
| 2015 | ICA3PP | Deadline-Oriented Task Scheduling for MapReduce Environments. | Minghao Hu, Changjian Wang, Pengfei You, Zhen Huang, Yuxing Peng |
| 2015 | ICA3PP | Parallel Data Regeneration Based on Multiple Trees with Network Coding in Distributed Storage System. | Pengfei You, Zhen Huang, Changjian Wang, Minghao Hu, Yuxing Peng |