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2020 – today
- 2025
[c2]Jinyang Wu, Shuai Zhang, Feihu Che, Mingkuan Feng, Pengpeng Shao, Jianhua Tao:
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models. ACL (1) 2025: 5019-5039- [c1]Ruihan Jin, Pengpeng Shao, Zhengqi Wen, Jinyang Wu, Mingkuan Feng, Shuai Zhang, Jianhua Tao:
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing. EMNLP (Findings) 2025: 14587-14600 - [i8]Mingkuan Feng, Jinyang Wu, Shuai Zhang, Pengpeng Shao, Ruihan Jin, Zhengqi Wen, Jianhua Tao, Feihu Che:
DReSS: Data-driven Regularized Structured Streamlining for Large Language Models. CoRR abs/2501.17905 (2025) - [i7]Jinyang Wu, Mingkuan Feng, Shuai Zhang, Ruihan Jin, Feihu Che, Zengqi Wen, Jianhua Tao:
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking. CoRR abs/2502.02339 (2025) - [i6]Jinyang Wu, Chonghua Liao, Mingkuan Feng, Shuai Zhang, Zhengqi Wen, Pengpeng Shao, Huazhe Xu, Jianhua Tao:
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities. CoRR abs/2505.15692 (2025) - [i5]Mingkuan Feng, Jinyang Wu, Siyuan Liu, Shuai Zhang, Hongjian Fang, Ruihan Jin, Feihu Che, Pengpeng Shao, Zhengqi Wen, Jianhua Tao:
ELDeR: Getting Efficient LLMs through Data-Driven Regularized Layer-wise Pruning. CoRR abs/2505.18232 (2025) - [i4]Ruihan Jin, Pengpeng Shao, Zhengqi Wen, Jinyang Wu, Mingkuan Feng, Shuai Zhang, Jianhua Tao:
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing. CoRR abs/2506.03880 (2025) - [i3]Jiazhen Liu, Mingkuan Feng, Long Chen:
Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction. CoRR abs/2512.00395 (2025) - 2024
- [i2]Jinyang Wu, Mingkuan Feng, Shuai Zhang, Feihu Che, Zengqi Wen, Jianhua Tao:
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS. CoRR abs/2411.18478 (2024) - 2023
- [i1]Zheng Wang, Xiaoliang Fan, Zhaopeng Peng, Xueheng Li, Ziqi Yang, Mingkuan Feng, Zhicheng Yang, Xiao Liu, Cheng Wang:
FLGo: A Fully Customizable Federated Learning Platform. CoRR abs/2306.12079 (2023)
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