Publications

Optimizer Amalgamation
- - Tianshu Huang
  - Tianlong Chen
  - et al.
- 2022
- ICLR 2022
Data-Efficient Graph Grammar Learning for Molecular Generation
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2022
- ICLR 2022
RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
- - Pingchuan Ma
  - Tao Du
  - et al.
- 2022
- ICLR 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
- - Lingjie Mei
  - Jiayuan Mao
  - et al.
- 2022
- ICLR 2022
Network Augmentation for Tiny Deep Learning
- - Han Cai
  - Chuang Gan
  - et al.
- 2022
- ICLR 2022
RegionViT: Regional-to-Local Attention for Vision Transformers
- - Richard Chen
  - Rameswar Panda
  - et al.
- 2022
- ICLR 2022
Can an Image Classifier Suffice For Action Recognition?
- - Quanfu Fan
  - Richard Chen
  - et al.
- 2022
- ICLR 2022
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach
- - Prashant Khanduri
  - Haibo Yang
  - et al.
- 2022
- ICLR 2022
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
- - Shuai Zhang
  - Meng Weng
  - et al.
- 2022
- ICLR 2022
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- - Yimeng Zhang
  - Yuguang Yao
  - et al.
- 2022
- ICLR 2022