Hainan Zhang

57 papers A* 11Journal 32Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters.
CoRR
Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong
2026 A* conf
FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models.
AAAI
Zishuai Zhang, Hainan Zhang, Weihua Li, Qinnan Zhang, Jin Dong, Yongxin Tong, Zhiming Zheng
2026 J jnl
From Unfamiliar to Familiar: Detecting Pre-training Data via Gradient Deviations in Large Language Models.
CoRR
Ruiqi Zhang, Lingxiang Wang, Hainan Zhang, Zhiming Zheng, Yanyan Lan
2026 A* conf
Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning.
WWW
Qianchi Zhang, Hainan Zhang, Liang Pang, Yongxin Tong, Hongwei Zheng, Zhiming Zheng
2026 J jnl
LocalSUG: Geography-Aware LLM for Query Suggestion in Local-Life Services.
CoRR
Jinwen Chen, Shuai Gong, Shiwen Zhang, Zheng Zhang, Yachao Zhao, Lingxiang Wang, Haibo Zhou, Yuan Zhan, Wei Lin, Hainan Zhang
2026 J jnl
Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation.
CoRR
Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Zhiming Zheng
2025 J jnl
A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability.
CoRR
Zishuai Zhang, Hainan Zhang, Jiaying Zheng, Ziwei Wang, Yongxin Tong, Jin Dong, Zhiming Zheng
2025 J jnl
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision.
CoRR
Zishuai Zhang, Sihao Yu, Wenyi Xie, Ying Nie, Junfeng Wang, Zhiming Zheng, Dawei Yin, Hainan Zhang
2025 — conf
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation.
EMNLP (Findings)
Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng
2025 J jnl
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation.
CoRR
Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng
2025 J jnl
Can Synthetic Query Rewrites Capture User Intent Better than Humans in Retrieval-Augmented Generation?
CoRR
Jiaying Zheng, Hainan Zhang, Liang Pang, Yongxin Tong, Zhiming Zheng
2025 J jnl
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain.
CoRR
Lingxiang Wang, Hainan Zhang, Qinnan Zhang, Ziwei Wang, Hongwei Zheng, Jin Dong, Zhiming Zheng
2025 A* conf
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning.
AAAI
Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo
2025 — conf
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models.
EMNLP (Findings)
Jinwen Chen, Hainan Zhang, Fei Sun, Qinnan Zhang, Sijia Wen, Ziwei Wang, Zhiming Zheng
2025 J jnl
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models.
CoRR
Jinwen Chen, Hainan Zhang, Fei Sun, Qinnan Zhang, Sijia Wen, Ziwei Wang, Zhiming Zheng
2025 J jnl
FedDTRE: Federated Dialogue Generation Models Powered by Trustworthiness Evaluation.
CoRR
Shule Lu, Lingxiang Wang, Sijia Wen, Ziwei Wang, Hainan Zhang
2025 J jnl
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models.
CoRR
Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Yongxin Tong, Zhiming Zheng
2025 — conf
HSF: Defending against Jailbreak Attacks with Hidden State Filtering.
WWW (Companion Volume)
Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng
2025 A* conf
High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation.
AAAI
Yu Qiu, Sijia Wen, Hainan Zhang, Zhiming Zheng
2025 J jnl
HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data.
CoRR
Cheng Qian, Hainan Zhang, Yongxin Tong, Hongwei Zheng, Zhiming Zheng
2025 J jnl
Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models.
CoRR
Yujing Wang, Hainan Zhang, Liang Pang, Yongxin Tong, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2025 A* conf
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
AAAI
Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2025 J jnl
Parameter Importance-Driven Continual Learning for Foundation Models.
CoRR
Lingxiang Wang, Hainan Zhang, Zhiming Zheng
2025 J jnl
Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation.
CoRR
Jinwen Chen, Hainan Zhang, Liang Pang, Yongxin Tong, Haibo Zhou, Yuan Zhan, Wei Lin, Zhiming Zheng
2024 J jnl
AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models.
CoRR
Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Zhiming Zheng
2024 J jnl
Debiasing Counterfactual Context With Causal Inference for Multi-Turn Dialogue Reasoning.
IEEE ACM Trans. Audio Speech Lang. Process.
Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Zhuoye Ding, Zhiguo Wan, Bo Cheng, Yanyan Lan
2024 J jnl
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning.
CoRR
Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo
2024 J jnl
HSF: Defending against Jailbreak Attacks with Hidden State Filtering.
CoRR
Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng
2024 J jnl
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
CoRR
Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2024 A* conf
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model.
EMNLP
Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hongwei Zheng, Zhi Ming Zheng
2024 J jnl
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model.
CoRR
Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hongwei Zheng, Zhiming Zheng
2023 — conf
Automatic Marketing Theme and Commodity Construction System for E-commerce.
EMNLP (Industry Track)
Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu
2023 J jnl
HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning.
Neurocomputing
Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Bo Cheng, Zhuoye Ding, Sulong Xu, Weipeng Yan, Yanyan Lan
2022 A* conf
Automatic Product Copywriting for E-commerce.
AAAI
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 — conf
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization.
NAACL-HLT
Yue Fang, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Bo Long, Yanyan Lan, Yanquan Zhou
2021 — conf
Adaptive Bridge between Training and Inference for Dialogue Generation.
EMNLP (1)
Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan
2021 J jnl
Adaptive Bridge between Training and Inference for Dialogue.
CoRR
Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan
2021 — conf
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition.
NAACL-HLT
Haolan Zhan, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Yongjun Bao, Yanyan Lan
2021 J jnl
Automatic Product Copywriting for E-Commerce.
CoRR
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
2021 — conf
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation.
EMNLP (1)
Haolan Zhan, Lei Shen, Hongshen Chen, Hainan Zhang
2021 — conf
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning.
EMNLP (Findings)
Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan
2021 J jnl
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning.
CoRR
Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan
2021 A* conf
Probing Product Description Generation via Posterior Distillation.
AAAI
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan
2021 J jnl
Probing Product Description Generation via Posterior Distillation.
CoRR
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan
2021 — conf
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization.
EMNLP (Findings)
Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang
2021 J jnl
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization.
CoRR
Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang
2021 J jnl
User-Inspired Posterior Network for Recommendation Reason Generation.
CoRR
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin
2020 A* conf
Modeling Topical Relevance for Multi-Turn Dialogue Generation.
IJCAI
Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin
2020 J jnl
Modeling Topical Relevance for Multi-Turn Dialogue Generation.
CoRR
Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin
2020 A* conf
User-Inspired Posterior Network for Recommendation Reason Generation.
SIGIR
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin
2019 J jnl
Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile.
CoRR
Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
2019 — conf
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation.
ACL (1)
Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
2019 J jnl
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation.
CoRR
Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
2018 A* conf
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation.
IJCAI
Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
2018 — conf
Tailored Sequence to Sequence Models to Different Conversation Scenarios.
ACL (1)
Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
2017 — conf
Gbot at the NTCIR-13 STC-2 Task.
NTCIR
Hainan Zhang, Tonglei Guo, Yanyan Lan, Jiafeng Guo, Jianing Li, Xueqi Cheng
2017 — conf
Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile.
CCIR
Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng