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2020 – today
- 2026
[i16]Huichao Men, Yizhen Hu, Yu Gao, Xiaofeng Mou, Yi Xu, Xinhua Xiao:
An Autonomous Agent Framework for Feature-Label Extraction from Device Dialogues and Automatic Multi-Dimensional Device Hosting Planning Based on Large Language Models. CoRR abs/2601.20194 (2026)- [i15]Junjie An, Jingguang Tian, Tianyi Wang, Yu Gao, Xiaofeng Mou, Yi Xu:
Retrieval-Augmented Self-Taught Reasoning Model with Adaptive Chain-of-Thought for ASR Named Entity Correction. CoRR abs/2602.12287 (2026) - [i14]Lifeng Chen, Tianqi You, Hao Liu, Zhimin Bao, Jile Jiao, Xiao Han, Zhicai Ou, Tao Sun, Xiaofeng Mou, Xiaojie Jin, Yi Xu:
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion. CoRR abs/2604.09450 (2026) - [i13]Huacan Wang, Jie Zhou, Ningyan Zhu, Shuo Zhang, Feiyu Chen, Jiarou Wu, Ge Chen, Chen Liu, Wangyi Chen, Xiaofeng Mou, Yi Xu:
Sema Code: Decoupling AI Coding Agents into Programmable, Embeddable Infrastructure. CoRR abs/2604.11045 (2026) - [i12]Ningyan Zhu, Huacan Wang, Jie Zhou, Feiyu Chen, Shuo Zhang, Ge Chen, Chen Liu, Jiarou Wu, Wangyi Chen, Xiaofeng Mou, Yi Xu:
SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering. CoRR abs/2604.11548 (2026) - [i11]Yi Gu, Huacan Wang, Shuo Zhang, Yuqing Hou, Lei Xue, Weipeng Ming, Chen Liu, Fangzhou Yu, Kuan Li, Ronghao Chen, Sen Hu, Xiaofeng Mou, Yi Xu:
HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation. CoRR abs/2606.01230 (2026) - [i10]Kuan Li, Shuo Zhang, Huacan Wang, Fangzhou Yu, Zecheng Sheng, Yi Gu, Weipeng Ming, Lei Xue, Chen Liu, Sen Hu, Ronghao Chen, Siyue Lin, Yuqing Hou, Xiaofeng Mou, Yi Xu:
SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes. CoRR abs/2606.01912 (2026) - [i9]Xiao Han, Hao Liu, Zhimin Bao, Jile Jiao, Yue Wang, Hui Guo, Xiaofeng Mou, Yi Xu:
Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher. CoRR abs/2606.25407 (2026) - 2025
- [i8]Huichao Men, Yizhen Hu, Yingyang He, Yu Gao, Xiaofeng Mou, Yi Xu:
Reject or Not?: A Benchmark for Voice Assistant Query Rejection in Smart Home Scenario and an Improved Method Based on LLMs. CoRR abs/2512.10257 (2025) - 2024
- [c6]Dong Chen
, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang:
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression. AAAI 2024: 11258-11266 - [c5]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang:
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. LREC/COLING 2024: 609-625 - [c4]Yichen Zhu, Zhicai Ou, Xiaofeng Mou, Jian Tang:
Retrieval-Augmented Embodied Agents. CVPR 2024: 17985-17995 - [i7]Yichen Zhu, Minjie Zhu, Ning Liu, Zhicai Ou, Xiaofeng Mou, Jian Tang:
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model. CoRR abs/2401.02330 (2024) - [i6]Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang:
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression. CoRR abs/2402.00084 (2024) - [i5]Leo Chen, Benjamin Boardley, Ping Hu, Yiru Wang, Yifan Pu, Xin Jin, Yongqiang Yao, Ruihao Gong, Bo Li, Gao Huang, Xianglong Liu, Zifu Wan, Xinwang Chen, Ning Liu, Ziyi Zhang, Dongping Liu, Ruijie Shan, Zhengping Che, Fachao Zhang, Xiaofeng Mou, Jian Tang, Maxim Chuprov, Ivan Malofeev, Alexander Goncharenko, Andrey Shcherbin, Arseny Yanchenko, Sergey Alyamkin, Xiao Hu, George K. Thiruvathukal, Yung-Hsiang Lu:
2023 Low-Power Computer Vision Challenge (LPCVC) Summary. CoRR abs/2403.07153 (2024) - [i4]Yichen Zhu, Zhicai Ou, Xiaofeng Mou, Jian Tang:
Retrieval-Augmented Embodied Agents. CoRR abs/2404.11699 (2024) - [i3]Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang:
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. CoRR abs/2405.12939 (2024) - 2023
- [c3]Yichen Zhu, Qiqi Zhou, Ning Liu, Zhiyuan Xu, Zhicai Ou, Xiaofeng Mou, Jian Tang:
ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector. CVPR 2023: 19723-19733 - 2022
- [j1]Yang Shi, Qingwu Shi, Xiaofeng Mou:
Intuitionistic Fuzzy Set Similarity Degree Based on Modified Genetic Algorithm for Solving Heterogenous Multi-dimension Targeted Poverty Alleviation Data Scheduling Problem. EAI Endorsed Trans. Scalable Inf. Syst. 9(35): e3 (2022) - [c2]Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou, Ding Wang:
Few Clean Instances Help Denoising Distant Supervision. COLING 2022: 2528-2539 - [c1]Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. EMNLP (Findings) 2022: 1248-1259 - [i2]Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou, Ding Wang:
Few Clean Instances Help Denoising Distant Supervision. CoRR abs/2209.06596 (2022) - [i1]Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. CoRR abs/2210.14529 (2022)
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