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2020 – today
- 2025
[c3]Lecheng Zheng
, Baoyu Jing, Zihao Li, Zhichen Zeng, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, Jingrui He:
PyG-SSL: A Graph Self-Supervised Learning Toolkit. CIKM 2025: 6580-6586- [c2]Mengting Ai, Tianxin Wei, Yifan Chen, Zhichen Zeng, Ritchie Zhao, Girish Varatkar, Bita Darvish Rouhani, Xianfeng Tang, Hanghang Tong, Jingrui He:
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration. KDD (1) 2025: 1-12 - [c1]Zihao Li, Dongqi Fu, Mengting Ai, Jingrui He:
APEX2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs. KDD (1) 2025: 741-752 - [i6]Mengting Ai, Tianxin Wei, Yifan Chen, Zhichen Zeng, Ritchie Zhao, Girish Varatkar, Bita Darvish Rouhani, Xianfeng Tang, Hanghang Tong, Jingrui He:
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration. CoRR abs/2503.06881 (2025) - [i5]Mengting Ai, Tianxin Wei, Sirui Chen, Jingrui He:
NIRVANA: Structured pruning reimagined for large language models compression. CoRR abs/2509.14230 (2025) - [i4]Tianxin Wei, Noveen Sachdeva, Benjamin Coleman, Zhankui He, Yuanchen Bei, Xuying Ning, Mengting Ai, Yunzhe Li, Jingrui He, Ed H. Chi, Chi Wang, Shuo Chen, Fernando Pereira, Wang-Cheng Kang, Derek Zhiyuan Cheng:
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory. CoRR abs/2511.20857 (2025) - [i3]Jiaru Zou, Ling Yang, Yunzhe Qi, Sirui Chen, Mengting Ai, Ke Shen, Jingrui He, Mengdi Wang:
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning. CoRR abs/2512.13278 (2025) - 2024
- [i2]Zihao Li, Dongqi Fu, Mengting Ai, Jingrui He:
APEX2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs. CoRR abs/2412.17336 (2024) - [i1]Lecheng Zheng, Baoyu Jing, Zihao Li, Zhichen Zeng, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, Jingrui He:
PyG-SSL: A Graph Self-Supervised Learning Toolkit. CoRR abs/2412.21151 (2024)
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