Huang Fang

26 papers A* 11A 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hydra-Nav: Object Navigation via Adaptive Dual-Process Reasoning.
CoRR
Zixuan Wang, Huang Fang, Shaoan Wang, Yuanfei Luo, Heng Dong, Wei Li, Yiming Gan
2025 A* conf
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions.
ICLR
Yekun Chai, Haoran Sun, Huang Fang, Shuohuan Wang, Yu Sun, Hua Wu
2025 J jnl
Robix: A Unified Model for Robot Interaction, Reasoning and Planning.
CoRR
Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang, Qifeng Zhang, Xueyun Tian, Yucheng Hu, Hang Li
2024 J jnl
Cardinality-constrained structured data-fitting problems.
Open J. Math. Optim.
Zhenan Fan, Huang Fang, Michael P. Friedlander
2024 A* conf
Fair and Efficient Contribution Valuation for Vertical Federated Learning.
ICLR
Zhenan Fan, Huang Fang, Xinglu Wang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Yong Zhang
2024 J jnl
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions.
CoRR
Yekun Chai, Haoran Sun, Huang Fang, Shuohuan Wang, Yu Sun, Hua Wu
2024 A* conf
MQuinE: a Cure for "Z-paradox" in Knowledge Graph Embedding.
EMNLP
Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun
2024 J jnl
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models.
CoRR
Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun
2024 A conf
Secure Causal Reasoning on Coarsened Graph for Privacy-aware Social Web Services.
ICWS
Yang Liu, Chuan Zhou, Huang Fang, Peng Zhang, Yiling Pang, Qingzhao Zhang, Zhao Li, Hongyang Chen
2023 A* conf
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs.
NeurIPS
Shengyuan Chen, Yunfeng Cai, Huang Fang, Xiao Huang, Mingming Sun
2023 A* conf
Improved Convergence of Differential Private SGD with Gradient Clipping.
ICLR
Huang Fang, Xiaoyun Li, Chenglin Fan, Ping Li
2023 A* conf
MLN4KB: an efficient Markov logic network engine for large-scale knowledge bases and structured logic rules.
WWW
Huang Fang, Yang Liu, Yunfeng Cai, Mingming Sun
2022 J jnl
A dual approach for federated learning.
CoRR
Zhenan Fan, Huang Fang, Michael P. Friedlander
2022 J jnl
Fair and efficient contribution valuation for vertical federated learning.
CoRR
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Yong Zhang
2022 A* conf
Improving Fairness for Data Valuation in Horizontal Federated Learning.
ICDE
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
2022 J jnl
Online Mirror Descent and Dual Averaging: Keeping Pace in the Dynamic Case.
J. Mach. Learn. Res.
Huang Fang, Nicholas J. A. Harvey, Victor S. Portella, Michael P. Friedlander
2021 A conf
Efficient greedy coordinate descent via variable partitioning.
UAI
Huang Fang, Guanhua Fang, Tan Yu, Ping Li
2021 A* conf
Fast convergence of stochastic subgradient method under interpolation.
ICLR
Huang Fang, Zhenan Fan, Michael P. Friedlander
2021 J jnl
Improving Fairness for Data Valuation in Federated Learning.
CoRR
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
2020 A conf
Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.
AISTATS
Huang Fang, Zhenan Fan, Yifan Sun, Michael P. Friedlander
2020 A* conf
Online mirror descent and dual averaging: keeping pace in the dynamic case.
ICML
Huang Fang, Nick Harvey, Victor S. Portella, Michael P. Friedlander
2020 J jnl
Online mirror descent and dual averaging: keeping pace in the dynamic case.
CoRR
Huang Fang, Nicholas J. A. Harvey, Victor S. Portella, Michael P. Friedlander
2019 A conf
Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization.
SDM
Huang Fang, Minhao Cheng, Cho-Jui Hsieh, Michael P. Friedlander
2017 A* conf
A Hyperplane-Based Algorithm for Semi-Supervised Dimension Reduction.
ICDM
Huang Fang, Minhao Cheng, Cho-Jui Hsieh
2017 A* conf
Improved Bounded Matrix Completion for Large-Scale Recommender Systems.
IJCAI
Huang Fang, Zhen Zhang, Yiqun Shao, Cho-Jui Hsieh
2009 — conf
3D Spatial Analysis Oriented Hybrid P2P Computing.
CSO (2)
Xicheng Tan, Huang Fang