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ORCIDHainan Zhang 0001
Person information
- affiliation: Beihang University, School of Aritificial Intelligence, Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beijing, China
- affiliation (former): JD.com, Beijing, China
- affiliation (PhD 2019): Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
Other persons with the same name
- Hainan Zhang — disambiguation page
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2020 – today
- 2025
[c21]Yu Qiu, Sijia Wen
, Hainan Zhang, Zhiming Zheng:
High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation. AAAI 2025: 6621-6629- [c20]Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng:
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models. AAAI 2025: 25434-25442 - [c19]Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo:
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning. AAAI 2025: 25443-25451 - [c18]Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng:
HSF: Defending against Jailbreak Attacks with Hidden State Filtering. WWW (Companion Volume) 2025: 2078-2087 - [i26]Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Yongxin Tong, Zhiming Zheng:
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models. CoRR abs/2502.11811 (2025) - [i25]Yujing Wang, Hainan Zhang, Liang Pang, Yongxin Tong, Binghui Guo, Hongwei Zheng, Zhiming Zheng:
Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models. CoRR abs/2504.09910 (2025) - [i24]Lingxiang Wang, Hainan Zhang, Qinnan Zhang, Ziwei Wang, Hongwei Zheng, Jin Dong, Zhiming Zheng:
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain. CoRR abs/2504.21043 (2025) - [i23]Zishuai Zhang, Hainan Zhang, Jiaying Zheng, Ziwei Wang, Yongxin Tong, Jin Dong, Zhiming Zheng:
A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability. CoRR abs/2505.15683 (2025) - [i22]Jinwen Chen, Hainan Zhang, Fei Sun, Qinnan Zhang, Sijia Wen, Ziwei Wang, Zhiming Zheng:
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models. CoRR abs/2505.23015 (2025) - [i21]Jinwen Chen, Hainan Zhang, Liang Pang, Yongxin Tong, Haibo Zhou, Yuan Zhan, Wei Lin, Zhiming Zheng:
Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation. CoRR abs/2509.01088 (2025) - [i20]Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng:
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation. CoRR abs/2509.01129 (2025) - [i19]Cheng Qian, Hainan Zhang, Yongxin Tong, Hong-Wei Zheng, Zhiming Zheng:
HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data. CoRR abs/2509.06444 (2025) - [i18]Jiaying Zheng, Hainan Zhang, Liang Pang, Yongxin Tong, Zhiming Zheng:
Can Synthetic Query Rewrites Capture User Intent Better than Humans in Retrieval-Augmented Generation? CoRR abs/2509.22325 (2025) - [i17]Shule Lu, Lingxiang Wang, Sijia Wen, Ziwei Wang, Hainan Zhang:
FedDTRE: Federated Dialogue Generation Models Powered by Trustworthiness Evaluation. CoRR abs/2510.08058 (2025) - [i16]Zishuai Zhang, Sihao Yu, Wenyi Xie, Ying Nie, Junfeng Wang, Zhiming Zheng, Dawei Yin, Hainan Zhang:
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision. CoRR abs/2510.16803 (2025) - [i15]Lingxiang Wang, Hainan Zhang, Zhiming Zheng:
Parameter Importance-Driven Continual Learning for Foundation Models. CoRR abs/2511.15375 (2025) - 2024
- [j2]Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Zhuoye Ding, Zhiguo Wan, Bo Cheng, Yanyan Lan:
Debiasing Counterfactual Context With Causal Inference for Multi-Turn Dialogue Reasoning. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1125-1132 (2024) - [c17]Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hong-Wei Zheng, Zhi Ming Zheng:
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. EMNLP 2024: 5293-5306 - [i14]Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo:
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning. CoRR abs/2406.14217 (2024) - [i13]Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hongwei Zheng, Zhiming Zheng:
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. CoRR abs/2406.14898 (2024) - [i12]Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng:
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models. CoRR abs/2408.17072 (2024) - [i11]Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Zhiming Zheng:
AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models. CoRR abs/2409.01579 (2024) - [i10]Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng:
HSF: Defending against Jailbreak Attacks with Hidden State Filtering. CoRR abs/2409.03788 (2024) - 2023
- [j1]Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Bo Cheng, Zhuoye Ding, Sulong Xu, Weipeng Yan, Yanyan Lan:
HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning. Neurocomputing 524: 167-177 (2023) - [c16]Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu:
Automatic Marketing Theme and Commodity Construction System for E-commerce. EMNLP (Industry Track) 2023: 501-508 - 2022
- [c15]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:
Automatic Product Copywriting for E-commerce. AAAI 2022: 12423-12431 - [c14]Yue Fang, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Bo Long, Yanyan Lan, Yanquan Zhou:
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. NAACL-HLT 2022: 3859-3869 - 2021
- [c13]Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan:
Probing Product Description Generation via Posterior Distillation. AAAI 2021: 14301-14309 - [c12]Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang:
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. EMNLP (Findings) 2021: 1229-1243 - [c11]Haolan Zhan, Lei Shen, Hongshen Chen, Hainan Zhang:
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. EMNLP (1) 2021: 2250-2261 - [c10]Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan:
Adaptive Bridge between Training and Inference for Dialogue Generation. EMNLP (1) 2021: 2541-2550 - [c9]Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan:
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. EMNLP (Findings) 2021: 4284-4293 - [c8]Haolan Zhan, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Yongjun Bao, Yanyan Lan:
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition. NAACL-HLT 2021: 5621-5630 - [i9]Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin:
User-Inspired Posterior Network for Recommendation Reason Generation. CoRR abs/2102.07919 (2021) - [i8]Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan:
Probing Product Description Generation via Posterior Distillation. CoRR abs/2103.01594 (2021) - [i7]Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang:
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. CoRR abs/2109.04994 (2021) - [i6]Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan:
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. CoRR abs/2109.10510 (2021) - [i5]Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan:
Adaptive Bridge between Training and Inference for Dialogue. CoRR abs/2110.11560 (2021) - [i4]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:
Automatic Product Copywriting for E-Commerce. CoRR abs/2112.11915 (2021) - 2020
- [c7]Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin:
Modeling Topical Relevance for Multi-Turn Dialogue Generation. IJCAI 2020: 3737-3743 - [c6]Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin:
User-Inspired Posterior Network for Recommendation Reason Generation. SIGIR 2020: 1937-1940 - [i3]Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin:
Modeling Topical Relevance for Multi-Turn Dialogue Generation. CoRR abs/2009.12735 (2020)
2010 – 2019
- 2019
- [c5]Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng:
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation. ACL (1) 2019: 3721-3730 - [i2]Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng:
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation. CoRR abs/1907.05339 (2019) - [i1]Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng:
Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile. CoRR abs/1907.05340 (2019) - 2018
- [c4]Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng:
Tailored Sequence to Sequence Models to Different Conversation Scenarios. ACL (1) 2018: 1479-1488 - [c3]Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng:
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation. IJCAI 2018: 4567-4573 - 2017
- [c2]Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng:
Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile. CCIR 2017: 3-16 - [c1]Hainan Zhang, Tonglei Guo, Yanyan Lan, Jiafeng Guo, Jianing Li, Xueqi Cheng:
Gbot at the NTCIR-13 STC-2 Task. NTCIR 2017
Coauthor Index
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