How Can Mamba Learn In Context with Outliers and Generalize Provably?
- Hongkang Li
- Songtao Lu
- et al.
- 2026
- ICML 2026
Conference paper
Publications
76 results for Songtao Lu
Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data
- Tian Gao
- Songtao Lu
- et al.
- 2025
- NeurIPS 2025
Conference paperObjective Soups: Multilingual Multi-Task Modeling for Speech Processing
- A Saif
- Lisha Chen
- et al.
- 2025
- NeurIPS 2025
Conference paperOptimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- Yanna Ding
- Songtao Lu
- et al.
- 2025
- NeurIPS 2025
Conference paperQ-function Decomposition with Intervention Semantics for Factored Action Spaces
- Junkyu Lee
- Tian Gao
- et al.
- 2025
- AISTATS 2025
Conference paperTraining Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
- Hongkang Li
- Songtao Lu
- et al.
- 2025
- ICLR 2025
Conference paperQ-function Decomposition with Intervention Semantics for Factored Action Spaces
- Junkyu Lee
- Tian Gao
- et al.
- 2025
- AAAI 2025
Workshop paperByzantine-Robust Decentralized Federated Learning
- Minghong Fang
- Zifan Zhang
- et al.
- 2024
- CCS 2024
Conference paperM2 ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization
- A Saif
- Lisha Chen
- et al.
- 2024
- INTERSPEECH 2024
Conference paperHow Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
- Hongkang Li
- Meng Weng
- et al.
- 2024
- ICML 2024
Conference paper