Tao Sun

20

Papers

117

Total Citations

Papers (20)

Asynchronous Coordinate Descent under More Realistic Assumptions

NeurIPS 2017arXiv

McEval: Massively Multilingual Code Evaluation

Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning

Reward-Augmented Data Enhances Direct Preference Alignment of LLMs

Rectified Point Flow: Generic Point Cloud Pose Estimation

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation

Backdoor Cleansing With Unlabeled Data

Local Context-Aware Active Domain Adaptation

Prior Knowledge Guided Unsupervised Domain Adaptation

Investigating the Role of Weight Decay in Enhancing Nonconvex SGD

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning

Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations

Leveraging Crowdsourced GPS Data for Road Extraction From Aerial Imagery

Safe Self-Refinement for Transformer-Based Domain Adaptation

On Markov Chain Gradient Descent

LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme

Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks

Message Passing for Collective Graphical Models

Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models