Songtao Lu
~Songtao_Lu1
12
论文总数
6.0
年均投稿
平均评分
接收情况8/12
会议分布
ICLR
7
NeurIPS
4
ICML
1
发表论文 (12 篇)
20259 篇
4
TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization
ICML 2025Poster
4
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
NeurIPS 2025Poster
4
Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data
NeurIPS 2025Poster
5
MMD-NSL: Mixed Multinomial Distribution-based Neuro-Symbolic Learning
ICLR 2025Rejected
3
Global Optimality of In-context Markovian Dynamics Learning
ICLR 2025Rejected
4
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
ICLR 2025Poster
4
DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity
ICLR 2025Poster
4
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing
NeurIPS 2025Poster
4
Objective Soups: Multilingual Multi-Task Acoustic Modeling for Automatic Speech Recognition
ICLR 2025Rejected
20243 篇
4
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
NeurIPS 2024Poster
4
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
ICLR 2024Spotlight
4
Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
ICLR 2024Rejected