Mufei Li - RankMe

22 papers A* 5Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents. CoRR Deyu Zou, Yongqiang Chen, Fan Feng, Mufei Li, Pan Li, Yu Gong, James Cheng
2025	J	`jnl`	Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models. CoRR Haoyu Wang, Peihao Wang, Mufei Li, Shikun Liu, Siqi Miao, Zhangyang Wang, Pan Li
2025	J	`jnl`	Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation. CoRR Mufei Li, Dongqi Fu, Limei Wang, Si Zhang, Hanqing Zeng, Kaan Sancak, Ruizhong Qiu, Haoyu Wang, Xiaoxin He, Xavier Bresson, Yinglong Xia, Chonglin Sun, Pan Li
2025	A*	`conf`	LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation. ICLR Mufei Li, Viraj Shitole, Eli Chien, Changhai Man, Zhaodong Wang, Srinivas, Ying Zhang, Tushar Krishna, Pan Li
2025	J	`jnl`	Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark. CoRR Xinjie Shen, Mufei Li, Pan Li
2025	A*	`conf`	Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation. ICLR Mufei Li, Siqi Miao, Pan Li
2025	J	`jnl`	Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings. CoRR Shikun Liu, Haoyu Wang, Mufei Li, Pan Li
2025	J	`jnl`	T CoRR Deyu Zou, Yongqiang Chen, Jianxiang Wang, Haochen Yang, Mufei Li, James Cheng, Pan Li, Yu Gong
2025	A*	`conf`	Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation. ICLR Tengfei Ma, Xiang Song, Wen Tao, Mufei Li, Jiani Zhang, Xiaoqin Pan, Yijun Wang, Bosheng Song, Xiangxiang Zeng
2025	A*	`conf`	Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning. ICML Rongzhe Wei, Mufei Li, Mohsen Ghassemi, Eleonora Kreacic, Yifan Li, Xiang Yue, Bo Li, Vamsi K. Potluru, Pan Li, Eli Chien
2025	J	`jnl`	Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation. CoRR Deyu Zou, Yongqiang Chen, Mufei Li, Siqi Miao, Chenxi Liu, Bo Han, James Cheng, Pan Li
2024	J	`jnl`	GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? Trans. Mach. Learn. Res. Mufei Li, Eleonora Kreacic, Vamsi K. Potluru, Pan Li
2024	J	`jnl`	KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion. CoRR Tengfei Ma, Xiang Song, Wen Tao, Mufei Li, Jiani Zhang, Xiaoqin Pan, Jianxin Lin, Bosheng Song, Xiangxiang Zeng
2024	J	`jnl`	LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation. CoRR Mufei Li, Viraj Shitole, Eli Chien, Changhai Man, Zhaodong Wang, Srinivas Sridharan, Ying Zhang, Tushar Krishna, Pan Li
2024	J	`jnl`	Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation. CoRR Mufei Li, Siqi Miao, Pan Li
2024	J	`jnl`	Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning. CoRR Rongzhe Wei, Mufei Li, Mohsen Ghassemi, Eleonora Kreacic, Yifan Li, Xiang Yue, Bo Li, Vamsi K. Potluru, Pan Li, Eli Chien
2023	J	`jnl`	GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? CoRR Mufei Li, Eleonora Kreacic, Vamsi K. Potluru, Pan Li
2022	A*	`conf`	Graph Neural Networks in Life Sciences: Opportunities and Solutions. KDD Zichen Wang, Vassilis N. Ioannidis, Huzefa Rangwala, Tatsuya Arai, Ryan Brand, Mufei Li, Yohei Nakayama
2021	J	`jnl`	Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces. CoRR Fabio Broccatelli, Richard Trager, Michael Reutlinger, George Karypis, Mufei Li
2021	J	`jnl`	DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science. CoRR Mufei Li, Jinjing Zhou, Jiajing Hu, Wenxuan Fan, Yangkang Zhang, Yaxin Gu, George Karypis
2021	J	`jnl`	De novo generation of dual-target ligands using adversarial training and reinforcement learning. Briefings Bioinform. Fengqing Lu, Mufei Li, Xiaoping Min, Chunyan Li, Xiangxiang Zeng
2019	J	`jnl`	Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. CoRR Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander J. Smola, Zheng Zhang