EPSD: Early Pruning with Self-Distillation for Efficient Model Compression - Dong Chen; Ning Liu; Yichen Zhu; Zhengping Che; Rui Ma; Fachao Zhang; Xiaofeng Mou; Yi Chang; Jian Tang (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng; Xiaonan Li; Tianxiang Sun; Cheng Chang; Qinyuan Cheng; Ding Wang; Xiaofeng Mou; Xipeng Qiu; Xuanjing Huang (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Retrieval-Augmented Embodied Agents - Yichen Zhu; Zhicai Ou; Xiaofeng Mou; Jian Tang (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, 2024)

LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model - Yichen Zhu; Minjie Zhu; Ning Liu; Zhicai Ou; Xiaofeng Mou; Jian Tang (CoRR, 2024)

EPSD: Early Pruning with Self-Distillation for Efficient Model Compression - Dong Chen; Ning Liu; Yichen Zhu; Zhengping Che; Rui Ma; Fachao Zhang; Xiaofeng Mou; Yi Chang; Jian Tang (CoRR, 2024)

2023 Low-Power Computer Vision Challenge (LPCVC) Summary - Leo Chen; Benjamin Boardley; Ping Hu; Yiru Wang; Yifan Pu; Xin Jin; Yongqiang Yao; Ruihao Gong; Bo Li; Gao Huang; Xianglong Liu; Zifu Wan; et al. (CoRR, 2024)

Retrieval-Augmented Embodied Agents - Yichen Zhu; Zhicai Ou; Xiaofeng Mou; Jian Tang (CoRR, 2024)

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng; Xiaonan Li; Tianxiang Sun; Cheng Chang; Qinyuan Cheng; Ding Wang; Xiaofeng Mou; Xipeng Qiu; Xuanjing Huang (CoRR, 2024)

ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector - Yichen Zhu; Qiqi Zhou; Ning Liu; Zhiyuan Xu; Zhicai Ou; Xiaofeng Mou; Jian Tang (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023)

Intuitionistic Fuzzy Set Similarity Degree Based on Modified Genetic Algorithm for Solving Heterogenous Multi-dimension Targeted Poverty Alleviation Data Scheduling Problem - Yang Shi; Qingwu Shi; Xiaofeng Mou (EAI Endorsed Trans. Scalable Inf. Syst., 2022)

Few Clean Instances Help Denoising Distant Supervision - Yufang Liu; Ziyin Huang; Yijun Wang; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaofeng Mou; Ding Wang (Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022)

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator - Qinyuan Cheng; Linyang Li; Guofeng Quan; Feng Gao; Xiaofeng Mou; Xipeng Qiu (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Few Clean Instances Help Denoising Distant Supervision - Yufang Liu; Ziyin Huang; Yijun Wang; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaofeng Mou; Ding Wang (CoRR, 2022)

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator - Qinyuan Cheng; Linyang Li; Guofeng Quan; Feng Gao; Xiaofeng Mou; Xipeng Qiu (CoRR, 2022)