Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Certified Robustness for Free in Differentially Private Federated Learning
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2021
- NeurIPS 2021
Active site sequence representation of human kinases outperforms full sequence for affinity prediction
- - Jannis Born
  - Tien Huynh
  - et al.
- 2021
- NeurIPS 2021
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
- - Chen Fan
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- - Chulin Wang
  - Kyongmin Yeo
  - et al.
- 2021
- NeurIPS 2021
QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks
- - Jun Qi
  - Chao-Han Huck Yang
  - et al.
- 2021
- NeurIPS 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Network
- - David Alvarez-Melis
  - Yair Schiff
  - et al.
- 2021
- NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- - Bhanushee Sharma
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
Topological Deep Learning
- - Mustafa Hajij
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2021
- NeurIPS 2021