| 2026 | AAAI | FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models. | Zishuai Zhang, Hainan Zhang, Weihua Li, Qinnan Zhang, Jin Dong, Yongxin Tong, Zhiming Zheng |
| 2026 | ACL | Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation. | Jinwen Chen, Hainan Zhang, Liang Pang, Yongxin Tong, Haibo Zhou, Wei Lin, Zhiming Zheng |
| 2026 | ACL | An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision. | Zishuai Zhang, Sihao Yu, Wenyi Xie, Ying Nie, Junfeng Wang, Zhiming Zheng, Dawei Yin, Hainan Zhang |
| 2026 | ACL | Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation. | Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Zhiming Zheng |
| 2026 | ICST | TLQD at the ICST 2026 Tool Competition - UAV Testing Track. | Hainan Zhang, Shixuan Zhou, Haoxiang Qin, Yi Xiang |
| 2026 | WWW | Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning. | Qianchi Zhang, Hainan Zhang, Liang Pang, Yongxin Tong, Hongwei Zheng, Zhiming Zheng |
| 2026 | SIGIR | FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters. | Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong |
| 2025 | AAAI | High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation. | Yu Qiu, Sijia Wen, Hainan Zhang, Zhiming Zheng |
| 2025 | AAAI | MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models. | Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng |
| 2025 | AAAI | Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning. | Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo |
| 2025 | EMNLP | Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models. | Jinwen Chen, Hainan Zhang, Fei Sun, Qinnan Zhang, Sijia Wen, Ziwei Wang, Zhiming Zheng |
| 2025 | EMNLP | Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation. | Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng |
| 2025 | WWW | HSF: Defending against Jailbreak Attacks with Hidden State Filtering. | Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng |
| 2024 | EMNLP | Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. | Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hongwei Zheng, Zhi Ming Zheng |
| 2023 | EMNLP | Automatic Marketing Theme and Commodity Construction System for E-commerce. | Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu |
| 2022 | AAAI | Automatic Product Copywriting for E-commerce. | Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu |
| 2022 | NAACL | From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. | Yue Fang, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Bo Long, Yanyan Lan, Yanquan Zhou |
| 2021 | AAAI | Probing Product Description Generation via Posterior Distillation. | Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan |
| 2021 | EMNLP | Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. | Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang |
| 2021 | EMNLP | FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. | Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan |
| 2021 | EMNLP | Adaptive Bridge between Training and Inference for Dialogue Generation. | Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan |
| 2021 | EMNLP | CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. | Haolan Zhan, Lei Shen, Hongshen Chen, Hainan Zhang |
| 2021 | NAACL | Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition. | Haolan Zhan, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Yongjun Bao, Yanyan Lan |
| 2020 | IJCAI | Modeling Topical Relevance for Multi-Turn Dialogue Generation. | Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin |
| 2020 | SIGIR | User-Inspired Posterior Network for Recommendation Reason Generation. | Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin |
| 2019 | ACL | ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation. | Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng |
| 2018 | ACL | Tailored Sequence to Sequence Models to Different Conversation Scenarios. | Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng |
| 2018 | IJCAI | Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation. | Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng |