Xinshuo Hu

24 papers A* 4Misc 1Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
LMEB: Long-horizon Memory Embedding Benchmark.
CoRR
Xinping Zhao, Xinshuo Hu, Jiaxin Xu, Danyu Tang, Xin Zhang, Mengjia Zhou, Yan Zhong, Yao Zhou, Zifei Shan, Meishan Zhang, Baotian Hu, Min Zhang
2025 A* conf
CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models.
AAAI
Dongfang Li, Zetian Sun, Xinshuo Hu, Baotian Hu, Min Zhang
2025 — conf
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens.
ACL (Findings)
Shaoshen Chen, Yangning Li, Zishan Xu, Yongqin Zeng, Shunlong Wu, Xinshuo Hu, Zifei Shan, Xin Su, Jiwei Tang, Yinghui Li, Hai-Tao Zheng
2025 — conf
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG.
NAACL (Findings)
Xinping Zhao, Yan Zhong, Zetian Sun, Xinshuo Hu, Zhenyu Liu, Dongfang Li, Baotian Hu, Min Zhang
2025 J jnl
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model.
CoRR
Xinping Zhao, Xinshuo Hu, Zifei Shan, Shouzheng Huang, Yao Zhou, Zetian Sun, Zhenyu Liu, Dongfang Li, Xinyuan Wei, Qian Chen, Youcheng Pan, Yang Xiang, Meishan Zhang, Haofen Wang, Jun Yu, Baotian Hu, Min Zhang
2025 J jnl
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model.
CoRR
Xinshuo Hu, Zifei Shan, Xinping Zhao, Zetian Sun, Zhenyu Liu, Dongfang Li, Shaolin Ye, Xinyuan Wei, Qian Chen, Baotian Hu, Haofen Wang, Jun Yu, Min Zhang
2025 J jnl
Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation.
CoRR
Xinping Zhao, Shouzheng Huang, Yan Zhong, Xinshuo Hu, Meishan Zhang, Baotian Hu, Min Zhang
2025 J jnl
Take Off the Training Wheels Progressive In-Context Learning for Effective Alignment.
CoRR
Zhenyu Liu, Dongfang Li, Xinshuo Hu, Xinping Zhao, Yibin Chen, Baotian Hu, Min Zhang
2024 J jnl
CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models.
CoRR
Dongfang Li, Zetian Sun, Xinshuo Hu, Baotian Hu, Min Zhang
2024 — conf
Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer.
LREC/COLING
Xinshuo Hu, Dongfang Li, Xiaoguang Li, Yuxiang Wu, Lifeng Shang, Baotian Hu
2024 J jnl
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer.
CoRR
Xinshuo Hu, Baotian Hu, Dongfang Li, Xiaoguang Li, Lifeng Shang
2024 J jnl
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG.
CoRR
Xinping Zhao, Yan Zhong, Zetian Sun, Xinshuo Hu, Zhenyu Liu, Dongfang Li, Baotian Hu, Min Zhang
2024 — conf
Improving Attributed Text Generation of Large Language Models via Preference Learning.
ACL (Findings)
Dongfang Li, Zetian Sun, Baotian Hu, Zhenyu Liu, Xinshuo Hu, Xuebo Liu, Min Zhang
2024 J jnl
Improving Attributed Text Generation of Large Language Models via Preference Learning.
CoRR
Dongfang Li, Zetian Sun, Baotian Hu, Zhenyu Liu, Xinshuo Hu, Xuebo Liu, Min Zhang
2024 A* conf
In-Context Learning State Vector with Inner and Momentum Optimization.
NeurIPS
Dongfang Li, Zhenyu Liu, Xinshuo Hu, Zetian Sun, Baotian Hu, Min Zhang
2024 J jnl
In-Context Learning State Vector with Inner and Momentum Optimization.
CoRR
Dongfang Li, Zhenyu Liu, Xinshuo Hu, Zetian Sun, Baotian Hu, Min Zhang
2024 A* conf
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation.
AAAI
Xinshuo Hu, Dongfang Li, Baotian Hu, Zihao Zheng, Zhenyu Liu, Min Zhang
2024 A* conf
Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment.
EMNLP
Zhenyu Liu, Dongfang Li, Xinshuo Hu, Xinping Zhao, Yibin Chen, Baotian Hu, Min Zhang
2024 — conf
TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution.
EMNLP (System Demonstrations)
Dongfang Li, Xinshuo Hu, Zetian Sun, Baotian Hu, Shaolin Ye, Zifei Shan, Qian Chen, Min Zhang
2023 J jnl
A Survey of Large Language Models Attribution.
CoRR
Dongfang Li, Zetian Sun, Xinshuo Hu, Zhenyu Liu, Ziyang Chen, Baotian Hu, Aiguo Wu, Min Zhang
2023 Misc conf
HITSZ TMG at ICASSP 2023 SPGC Shared Task: Leveraging Pre-Training and Distillation Method for Title Generation with Limited Resource.
ICASSP
Tianxiao Xu, Zihao Zheng, Xinshuo Hu, Zetian Sun, Yu Zhao, Baotian Hu
2023 J jnl
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation.
CoRR
Xinshuo Hu, Dongfang Li, Zihao Zheng, Zhenyu Liu, Baotian Hu, Min Zhang
2022 J jnl
MSDF: A General Open-Domain Multi-Skill Dialog Framework.
CoRR
Yu Zhao, Xinshuo Hu, Yunxin Li, Baotian Hu, Dongfang Li, Sichao Chen, Xiaolong Wang
2021 — conf
MSDF: A General Open-Domain Multi-skill Dialog Framework.
NLPCC (2)
Yu Zhao, Xinshuo Hu, Yunxin Li, Baotian Hu, Dongfang Li, Sichao Chen, Xiaolong Wang