Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile. - Hainan Zhang 001; Yanyan Lan; Jiafeng Guo; Jun Xu 001; Xueqi Cheng (CCIR, 2017)

Gbot at the NTCIR-13 STC-2 Task. - Hainan Zhang 001; Tonglei Guo; Yanyan Lan; Jiafeng Guo; Jianing Li; Xueqi Cheng (NTCIR, 2017)

Tailored Sequence to Sequence Models to Different Conversation Scenarios. - Hainan Zhang 001; Yanyan Lan; Jiafeng Guo; Jun Xu 001; Xueqi Cheng (ACL (1), 2018)

Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation. - Hainan Zhang 001; Yanyan Lan; Jiafeng Guo; Jun Xu 001; Xueqi Cheng (IJCAI, 2018)

ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation. - Hainan Zhang 001; Yanyan Lan; Liang Pang 001; Jiafeng Guo; Xueqi Cheng (ACL (1), 2019)

Modeling Topical Relevance for Multi-Turn Dialogue Generation. - Hainan Zhang 001; Yanyan Lan; Liang Pang 001; Hongshen Chen; Zhuoye Ding; Dawei Yin 001 (IJCAI, 2020)

User-Inspired Posterior Network for Recommendation Reason Generation. - Haolan Zhan; Hainan Zhang 001; Hongshen Chen; Lei Shen 001; Yanyan Lan; Zhuoye Ding; Dawei Yin 001 (SIGIR, 2020)

Probing Product Description Generation via Posterior Distillation. - Haolan Zhan; Hainan Zhang 001; Hongshen Chen; Lei Shen 001; Zhuoye Ding; Yongjun Bao; Weipeng Yan; Yanyan Lan (AAAI, 2021)

Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. - Junpeng Liu 001; Yanyan Zou 003; Hainan Zhang 001; Hongshen Chen; Zhuoye Ding; Caixia Yuan; Xiaojie Wang 006 (EMNLP (Findings), 2021)

FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. - Xu Wang; Hainan Zhang 001; Shuai Zhao 001; Yanyan Zou 003; Hongshen Chen; Zhuoye Ding; Bo Cheng 001; Yanyan Lan (EMNLP (Findings), 2021)

Adaptive Bridge between Training and Inference for Dialogue Generation. - Haoran Xu; Hainan Zhang 001; Yanyan Zou 003; Hongshen Chen; Zhuoye Ding; Yanyan Lan (EMNLP (1), 2021)

CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. - Haolan Zhan; Lei Shen 001; Hongshen Chen; Hainan Zhang 001 (EMNLP (1), 2021)

Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition. - Haolan Zhan; Hainan Zhang 001; Hongshen Chen; Zhuoye Ding; Yongjun Bao; Yanyan Lan (NAACL-HLT, 2021)

Adaptive Bridge between Training and Inference for Dialogue. - Haoran Xu; Hainan Zhang 001; Yanyan Zou 003; Hongshen Chen; Zhuoye Ding; Yanyan Lan (CoRR, 2021)

Automatic Product Copywriting for E-commerce. - Xueying Zhang; Yanyan Zou 003; Hainan Zhang 001; Jing Zhou; Shiliang Diao; Jiajia Chen; Zhuoye Ding; Zhen He; Xueqi He; Yun Xiao; Bo Long; Han Yu 001; et al. (AAAI, 2022)

From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. - Yue Fang 001; Hainan Zhang 001; Hongshen Chen; Zhuoye Ding; Bo Long; Yanyan Lan; Yanquan Zhou (NAACL-HLT, 2022)

Automatic Marketing Theme and Commodity Construction System for E-commerce. - Zhiping Wang; Peng Lin; Hainan Zhang 001; Hongshen Chen; Tianhao Li; Zhuoye Ding; Sulong Xu; Jinghe Hu (EMNLP (Industry Track), 2023)

HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning. - Xu Wang; Hainan Zhang 001; Shuai Zhao 001; Hongshen Chen; Bo Cheng 001; Zhuoye Ding; Sulong Xu; Weipeng Yan; Yanyan Lan (Neurocomputing, 2023)

Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. - Jiaying Zheng; Hainan Zhang 001; Lingxiang Wang; Wangjie Qiu; Hongwei Zheng 003; Zhi Ming Zheng (EMNLP, 2024)

Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. - Jiaying Zheng; Hainan Zhang 001; Lingxiang Wang; Wangjie Qiu; Hongwei Zheng 003; Zhiming Zheng 001 (CoRR, 2024)

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models. - Qianchi Zhang; Hainan Zhang 001; Liang Pang 001; Hongwei Zheng 003; Zhiming Zheng 001 (CoRR, 2024)

Debiasing Counterfactual Context With Causal Inference for Multi-Turn Dialogue Reasoning. - Xu Wang; Hainan Zhang 001; Shuai Zhao 001; Hongshen Chen; Zhuoye Ding; Zhiguo Wan; Bo Cheng 001; Yanyan Lan (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation. - Yu Qiu; Sijia Wen; Hainan Zhang 001; Zhiming Zheng 001 (AAAI, 2025)

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models. - Yujing Wang 010; Hainan Zhang 001; Liang Pang 001; Binghui Guo; Hongwei Zheng 003; Zhiming Zheng 001 (AAAI, 2025)

Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning. - Yujing Wang 010; Hainan Zhang 001; Sijia Wen; Wangjie Qiu; Binghui Guo (AAAI, 2025)

Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models. - Jinwen Chen 001; Hainan Zhang 001; Fei Sun; Qinnan Zhang; Sijia Wen; Ziwei Wang; Zhiming Zheng 001 (EMNLP (Findings), 2025)

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation. - Shiwen Zhang; Lingxiang Wang; Hainan Zhang 001; Ziwei Wang; Sijia Wen; Zhiming Zheng 001 (EMNLP (Findings), 2025)

HSF: Defending against Jailbreak Attacks with Hidden State Filtering. - Cheng Qian; Hainan Zhang 001; Lei Sha; Zhiming Zheng 001 (WWW (Companion Volume), 2025)

FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models. - Qianchi Zhang; Hainan Zhang 001; Liang Pang 001; Hongwei Zheng 003; Yongxin Tong; Zhiming Zheng 001 (CoRR, 2025)

Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models. - Yujing Wang 010; Hainan Zhang 001; Liang Pang 001; Yongxin Tong; Binghui Guo; Hongwei Zheng 003; Zhiming Zheng 001 (CoRR, 2025)

A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability. - Zishuai Zhang 001; Hainan Zhang 001; Jiaying Zheng; Ziwei Wang; Yongxin Tong; Jin Dong 004; Zhiming Zheng 001 (CoRR, 2025)

Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation. - Jinwen Chen 001; Hainan Zhang 001; Liang Pang 001; Yongxin Tong; Haibo Zhou; Yuan Zhan; Wei Lin; Zhiming Zheng 001 (CoRR, 2025)

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data. - Cheng Qian; Hainan Zhang 001; Yongxin Tong; Hongwei Zheng 003; Zhiming Zheng 001 (CoRR, 2025)

Can Synthetic Query Rewrites Capture User Intent Better than Humans in Retrieval-Augmented Generation? - Jiaying Zheng; Hainan Zhang 001; Liang Pang 001; Yongxin Tong; Zhiming Zheng 001 (CoRR, 2025)

FedDTRE: Federated Dialogue Generation Models Powered by Trustworthiness Evaluation. - Shule Lu; Lingxiang Wang; Sijia Wen; Ziwei Wang; Hainan Zhang 001 (CoRR, 2025)

An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision. - Zishuai Zhang 001; Sihao Yu; Wenyi Xie; Ying Nie 006; Junfeng Wang 009; Zhiming Zheng 001; Dawei Yin 001; Hainan Zhang 001 (CoRR, 2025)

Parameter Importance-Driven Continual Learning for Foundation Models. - Lingxiang Wang; Hainan Zhang 001; Zhiming Zheng 001 (CoRR, 2025)

FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models. - Zishuai Zhang 001; Hainan Zhang 001; Weihua Li; Qinnan Zhang; Jin Dong 004; Yongxin Tong; Zhiming Zheng 001 (AAAI, 2026)

Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation. - Qianchi Zhang; Hainan Zhang 001; Liang Pang 001; Hongwei Zheng 003; Zhiming Zheng 001 (ACL (1), 2026)

Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning. - Qianchi Zhang; Hainan Zhang 001; Liang Pang 001; Yongxin Tong; Hongwei Zheng 003; Zhiming Zheng 001 (WWW, 2026)

CodeBC: A more secure large language model for smart contract code generation in blockchain. - Lingxiang Wang; Hainan Zhang 001; Qinnan Zhang; Ziwei Wang; Hongwei Zheng 003; Jin Dong 004; Zhiming Zheng 001 (Neurocomputing, 2026)

FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters. - Zhilin Liang; Yuxiang Wang 014; Zimu Zhou; Hainan Zhang 001; Boyi Liu 002; Yongxin Tong (CoRR, 2026)

From Unfamiliar to Familiar: Detecting Pre-training Data via Gradient Deviations in Large Language Models. - Ruiqi Zhang; Lingxiang Wang; Hainan Zhang 001; Zhiming Zheng 001; Yanyan Lan (CoRR, 2026)

LocalSUG: Geography-Aware LLM for Query Suggestion in Local-Life Services. - Jinwen Chen 001; Shuai Gong; Shiwen Zhang; Zheng Zhang; Yachao Zhao; Lingxiang Wang; Haibo Zhou; Yuan Zhan; Wei Lin; Hainan Zhang 001 (CoRR, 2026)

Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning. - Xiaodong Li; Yuhua Wang; Qingchen Yu; Zixuan Qin; Yifan Sun; Qinnan Zhang; Hainan Zhang 001; Zhiming Zheng 001 (CoRR, 2026)

Taming Noise-Induced Prototype Degradation for Privacy-Preserving Personalized Federated Fine-Tuning. - Yuhua Wang; Qinnan Zhang; Xiaodong Li; Huan Zhang; Yifan Sun; Wangjie Qiu; Hainan Zhang 001; Yongxin Tong; Zhiming Zheng 001 (CoRR, 2026)

Replacing Parameters with Preferences: Federated Alignment of Heterogeneous Vision-Language Models. - Shule Lu; Yujing Wang 010; Hainan Zhang 001; Xiaoshan Yang; Hongwei Zheng 003; Yongxin Tong; Changsheng Xu; Zhiming Zheng 001 (CoRR, 2026)