Hierarchical Region Learning for Nested Named Entity Recognition. - Xinwei Long; Shuzi Niu; Yucheng Li 002 (EMNLP (Findings), 2020)

Consistent Inference for Dialogue Relation Extraction. - Xinwei Long; Shuzi Niu; Yucheng Li 002 (IJCAI, 2021)

Position Enhanced Mention Graph Attention Network for Dialogue Relation Extraction. - Xinwei Long; Shuzi Niu; Yucheng Li 002 (SIGIR, 2021)

DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking. - Shen Huang; Yuchen Zhai; Xinwei Long; Yong Jiang 005; Xiaobin Wang; Yin Zhang 006; Pengjun Xie (NLPCC (2), 2022)

CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. - Kaiyan Zhang; Ning Ding 002; Biqing Qi; Xuekai Zhu; Xinwei Long; Bowen Zhou 002 (EMNLP, 2023)

Generative Multi-Modal Knowledge Retrieval with Large Language Models. - Xinwei Long; Jiali Zeng; Fandong Meng; Zhiyuan Ma 005; Kaiyan Zhang; Bowen Zhou 002; Jie Zhou 016 (AAAI, 2024)

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever. - Xinwei Long; Jiali Zeng; Fandong Meng; Jie Zhou 016; Bowen Zhou 002 (ACL (Findings), 2024)

PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning. - Xuekai Zhu; Biqing Qi; Kaiyan Zhang; Xinwei Long; Zhouhan Lin; Bowen Zhou 002 (NAACL-HLT, 2024)

AccidentBlip2: Accident Detection With Multi-View MotionBlip2. - Yihua Shao; Hongyi Cai; Xinwei Long; Weiyi Lang; Zhe Wang; Haoran Wu; Yan Wang 068; Jiayi Yin; Yang Yang 062; Yisheng Lv; Zhen Lei 001 (CoRR, 2024)

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines. - Xinwei Long; Zhiyuan Ma 005; Ermo Hua; Kaiyan Zhang; Biqing Qi; Bowen Zhou 002 (AAAI, 2025)

In-Context Meta LoRA Generation. - Yihua Shao; Minxi Yan; Yang Liu 360; Siyu Chen; Wenjie Chen; Xinwei Long; Ziyang Yan; Lei Li; Chenyu Zhang; Nicu Sebe; Hao Tang 005; Yan Wang 068; et al. (CoRR, 2025)

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models. - Xingtai Lv; Youbang Sun; Kaiyan Zhang; Shang Qu; Xuekai Zhu; Yuchen Fan; Yi Wu; Ermo Hua; Xinwei Long; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

EventVAD: Training-Free Event-Aware Video Anomaly Detection. - Yihua Shao; Haojin He; Sijie Li; Siyu Chen; Xinwei Long; Fanhu Zeng; Yuxuan Fan; Muyang Zhang; Ziyang Yan; Ao Ma; Xiaochen Wang; Hao Tang 005; et al. (CoRR, 2025)

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models. - Ruilin Yao; Bo Zhang 069; Jirui Huang; Xinwei Long; Yifang Zhang; Tianyu Zou; Yufei Wu; Shichao Su; Yifan Xu; Wenxi Zeng; Zhaoyu Yang; Guoyou Li; et al. (CoRR, 2025)

ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation. - Yihua Shao; Xiaofeng Lin; Xinwei Long; Siyu Chen; Minxi Yan; Yang Liu 360; Ziyang Yan; Ao Ma; Hao Tang 005; Jingcai Guo (CoRR, 2025)

ReviewRL: Towards Automated Scientific Review with RL. - Sihang Zeng; Kai Tian; Kaiyan Zhang; Yuru wang; Junqi Gao; Runze Liu 002; Sa Yang; Jingxuan Li; Xinwei Long; Jiaheng Ma; Biqing Qi; Bowen Zhou 002 (CoRR, 2025)

SSRL: Self-Search Reinforcement Learning. - Yuchen Fan; Kaiyan Zhang; Heng Zhou; Yuxin Zuo; Yanxu Chen; Yu Fu; Xinwei Long; Xuekai Zhu; Che Jiang; Yuchen Zhang; Li Kang; Gang Chen; et al. (CoRR, 2025)