Minhui Huang - RankMe

29 papers A* 5A 2B 1Journal 20Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Efficient Retrieval Scaling with Hierarchical Indexing for Large Scale Recommendation. EDBT Dongqi Fu, Kaushik Rangadurai, Haiyu Lu, Yunchen Pu, Siyang Yuan, Minhui Huang, Yiqun Liu, Golnaz Ghasemiesfeh, Xingfeng He, Fangzhou Xu, Andrew Cui, Vidhoon Viswanathan, Lin Yang, Liang Wang, Jiyan Yang, Chonglin Sun
2026	J	`jnl`	Feed m Birds with One Scone: Accelerating Multi-task Gradient Balancing via Bi-level Optimization. CoRR Xuxing Chen, Yun He, Jiayi Xu, Minhui Huang, Xiaoyi Liu, Boyang Liu, Fei Tian, Xiaohan Wei, Rong Jin, Sem Park, Bo Long, Xue Feng
2025	J	`jnl`	A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization. CoRR Wei Shen, Jiawei Zhang, Minhui Huang, Cong Shen
2025	J	`jnl`	Decentralized bilevel optimization. Optim. Lett. Xuxing Chen, Minhui Huang, Shiqian Ma
2025	J	`jnl`	Efficiently Escaping Saddle Points in Bilevel Optimization. J. Mach. Learn. Res. Minhui Huang, Xuxing Chen, Kaiyi Ji, Shiqian Ma, Lifeng Lai
2025	A	`conf`	Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. RecSys Carolina Zheng, Minhui Huang, Dmitrii Pedchenko, Kaushik Rangadurai, Siyu Wang, Fan Xia, Gaby Nahum, Jie Lei, Yang Yang, Tao Liu, Zutian Luo, Xiaohan Wei, Dinesh Ramasamy, Jiyan Yang, Yiping Han, Lin Yang, Hangjun Xu, Rong Jin, Shuang Yang
2025	J	`jnl`	Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. CoRR Carolina Zheng, Minhui Huang, Dmitrii Pedchenko, Kaushik Rangadurai, Siyu Wang, Gaby Nahum, Jie Lei, Yang Yang, Tao Liu, Zutian Luo, Xiaohan Wei, Dinesh Ramasamy, Jiyan Yang, Yiping Han, Lin Yang, Hangjun Xu, Rong Jin, Shuang Yang
2025	J	`jnl`	MLorc: Momentum Low-rank Compression for Large Language Model Adaptation. CoRR Wei Shen, Zhang Yaxiang, Minhui Huang, Mengfan Xu, Jiawei Zhang, Cong Shen
2025	J	`jnl`	On the Convergence Analysis of Muon. CoRR Wei Shen, Ruichuan Huang, Minhui Huang, Cong Shen, Jiawei Zhang
2025	A*	`conf`	Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis. ICLR Yifan Yang, Hao Ban, Minhui Huang, Shiqian Ma, Kaiyi Ji
2024	J	`jnl`	MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System. CoRR Yun He, Xuxing Chen, Jiayi Xu, Renqin Cai, Yiling You, Jennifer Cao, Minhui Huang, Liu Yang, Yiqun Liu, Xiaoyi Liu, Rong Jin, Sem Park, Bo Long, Xue Feng
2024	J	`jnl`	On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport. J. Mach. Learn. Res. Minhui Huang, Shiqian Ma, Lifeng Lai
2024	A	`conf`	Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization. AISTATS Wei Shen, Minhui Huang, Jiawei Zhang, Cong Shen
2024	J	`jnl`	Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis. CoRR Yifan Yang, Hao Ban, Minhui Huang, Shiqian Ma, Kaiyi Ji
2023	A*	`conf`	Achieving Linear Speedup in Non-IID Federated Bilevel Learning. ICML Minhui Huang, Dewei Zhang, Kaiyi Ji
2023	J	`jnl`	Achieving Linear Speedup in Non-IID Federated Bilevel Learning. CoRR Minhui Huang, Dewei Zhang, Kaiyi Ji
2023	A*	`conf`	Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity. ICML Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian
2023	J	`jnl`	Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization. CoRR Wei Shen, Minhui Huang, Jiawei Zhang, Cong Shen
2022	J	`jnl`	Decentralized Stochastic Bilevel Optimization with Improved Per-Iteration Complexity. CoRR Xuxing Chen, Minhui Huang, Shiqian Ma, Krishnakumar Balasubramanian
2022	J	`jnl`	Efficiently Escaping Saddle Points in Bilevel Optimization. CoRR Minhui Huang, Kaiyi Ji, Shiqian Ma, Lifeng Lai
2021	A*	`conf`	A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. ICML Minhui Huang, Shiqian Ma, Lifeng Lai
2021	J	`jnl`	Escaping Saddle Points for Nonsmooth Weakly Convex Functions via Perturbed Proximal Algorithms. CoRR Minhui Huang
2021	J	`jnl`	On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport. CoRR Minhui Huang, Shiqian Ma, Lifeng Lai
2021	A*	`conf`	Projection Robust Wasserstein Barycenters. ICML Minhui Huang, Shiqian Ma, Lifeng Lai
2021	J	`jnl`	Projection Robust Wasserstein Barycenters. CoRR Minhui Huang, Shiqian Ma, Lifeng Lai
2021	J	`jnl`	Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method. IEEE Trans. Signal Process. Minhui Huang, Shiqian Ma, Lifeng Lai
2020	J	`jnl`	A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. CoRR Minhui Huang, Shiqian Ma, Lifeng Lai
2020	J	`jnl`	Robust Low-rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method. CoRR Minhui Huang, Shiqian Ma, Lifeng Lai
2020	—	`conf`	Spatial Co-Location Pattern Mining Based on Hesitant Fuzzy Location. ICITEE Minhui Huang, Bo Wei, Zhaowei Liu