Named Entity Recognition via Noise Aware Training Mechanism with Data Filter. - Xiusheng Huang; Yubo Chen 001; Shun Wu; Jun Zhao 001; Yuantao Xie; Weijian Sun (ACL/IJCNLP (Findings), 2021)

NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning. - Xiusheng Huang; Yubo Chen 001; Kang Liu 001; Yuantao Xie; Weijian Sun; Jun Zhao 001 (CCKS, 2021)

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation. - Bin Li 083; Fei Xia; Yixuan Weng; Xiusheng Huang; Bin Sun 001; Shutao Li (CoRR, 2021)

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. - Yixuan Weng; Fei Xia; Bin Li 083; Xiusheng Huang; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2021)

A Novel Initial Reminder Framework for Acronym Extraction. - Xiusheng Huang; Bin Li 083; Fei Xia; Yixuan Weng (SDU@AAAI, 2022)

PSG: Prompt-based Sequence Generation for Acronym Extraction. - Bin Li 083; Fei Xia; Yixuan Weng; Bin Sun 001; Shutao Li; Xiusheng Huang (SDU@AAAI, 2022)

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation. - Bin Li 083; Fei Xia; Yixuan Weng; Xiusheng Huang; Bin Sun 001 (SDU@AAAI, 2022)

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. - Yixuan Weng; Fei Xia; Bin Li 083; Xiusheng Huang; Shizhu He (SDU@AAAI, 2022)

ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion. - Fei Xia; Bin Li 083; Yixuan Weng; Xiusheng Huang; Shizhu He (SDU@AAAI, 2022)

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning. - Xiusheng Huang; Hang Yang; Yubo Chen 001; Jun Zhao 001; Kang Liu 001; Weijian Sun; Zuyu Zhao (COLING, 2022)

Commonsense Knowledge Editing Based on Free-Text in LLMs. - Xiusheng Huang; Yequan Wang; Jun Zhao 001; Kang Liu 001 (EMNLP, 2024)

Reasons and Solutions for the Decline in Model Performance after Editing. - Xiusheng Huang; Jiaxiang Liu; Yequan Wang; Kang Liu 001 (NeurIPS, 2024)

Capability Localization: Capabilities Can be Localized rather than Individual Knowledge. - Xiusheng Huang; Jiaxiang Liu; Yequan Wang; Jun Zhao 001; Kang Liu 001 (ICLR, 2025)

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs. - Siqi Fan 001; Xiusheng Huang; Yiqun Yao; Xuezhi Fang; Kang Liu 001; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang (CoRR, 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 001; Kang Liu 001 (CoRR, 2025)