Xiusheng Huang

According to our database, Xiusheng Huang authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Pair-In, Pair-Out: Latent Multi-Token Prediction for Efficient LLMs.

Wenhui Tan, Minghao Li, Xiaoqian Ma, Siqi Fan, Xiusheng Huang, Liujie Zhang, Ruihua Song, Weihang Chen

CoRR, May, 2026

Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice.

Xiusheng Huang, Xin Jiang, Jun Zhao, Kang Liu, Yequan Wang

CoRR, May, 2026

Hint Tuning: Less Data Makes Better Reasoners.

Siqi Fan, Minghao Li, Xiaoqian Ma, Xiusheng Huang, Zhuo Chen, Bowen Qin, Liujie Zhang, Shuo Shang, Weihang Chen

CoRR, May, 2026

Theory-optimal Quantization Based on Flatness.

Xiusheng Huang, Zhe Li, Xuanwu Yin, Lu Wang, Yequan Wang, Dong Li, Emad Barsoum, Kang Liu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs.

Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure.

Zhuo Chen, Minghao Li, Xiaoqian Ma, Siqi Fan, Xiusheng Huang, Liujie Zhang, Weihang Chen

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Capability Localization: Capabilities Can be Localized rather than Individual Knowledge.

Xiusheng Huang, Jiaxiang Liu, Yequan Wang, Jun Zhao, Kang Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models.

Jiaxiang Liu, Boxuan Xing, Chenhao Yuan, Chenxiang Zhang, Di Wu, Xiusheng Huang, Haida Yu, Chuhan Lang, Pengfei Cao, Jun Zhao, Kang Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

2024

Reasons and Solutions for the Decline in Model Performance after Editing.

Xiusheng Huang, Jiaxiang Liu, Yequan Wang, Kang Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Commonsense Knowledge Editing Based on Free-Text in LLMs.

Xiusheng Huang, Yequan Wang, Jun Zhao, Kang Liu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning.

Xiusheng Huang, Hang Yang, Yubo Chen, Jun Zhao, Kang Liu, Weijian Sun, Zuyu Zhao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion.

Fei Xia, Bin Li, Yixuan Weng, Xiusheng Huang, Shizhu He

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing.

Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation.

Bin Li, Fei Xia, Yixuan Weng, Xiusheng Huang, Bin Sun

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

PSG: Prompt-based Sequence Generation for Acronym Extraction.

Bin Li, Fei Xia, Yixuan Weng, Bin Sun, Shutao Li, Xiusheng Huang

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

A Novel Initial Reminder Framework for Acronym Extraction.

Xiusheng Huang, Bin Li, Fei Xia, Yixuan Weng

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing.

Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He, Kang Liu, Jun Zhao

CoRR, 2021

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation.

Bin Li, Fei Xia, Yixuan Weng, Xiusheng Huang, Bin Sun, Shutao Li

CoRR, 2021

NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning.

Xiusheng Huang, Yubo Chen, Kang Liu, Yuantao Xie, Weijian Sun, Jun Zhao

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

Named Entity Recognition via Noise Aware Training Mechanism with Data Filter.

Xiusheng Huang, Yubo Chen, Shun Wu, Jun Zhao, Yuantao Xie, Weijian Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021