Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
- - Sihui Dai
  - Saeed Mahloujifar
  - et al.
- 2023
- ICML 2023
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
- - Mohammed Nowaz Rabbani Chowdhury
  - Shuai Zhang
  - et al.
- 2023
- ICML 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- - Igor Melnyk
  - Vijil Chenthamarakshan
  - et al.
- 2023
- ICML 2023
Generative Adversarial Symmetry Discovery
- - Jianke Yang
  - Robin Walters
  - et al.
- 2023
- ICML 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
- - Guanhua Zhang
  - Jiabao Ji
  - et al.
- 2023
- ICML 2023
PASE: Pro-Active Service Embedding in the Mobile Edge
- - Oleg Kolosov
  - Gala Yadgar
  - et al.
- 2023
- ICDCS 2023
Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation
- - Bing Luo
  - Yutong Feng
  - et al.
- 2023
- ICDCS 2023
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
- - Haoran Qiu
  - Weichao Mao
  - et al.
- 2023
- USENIX ATC 2023
Extracting Text Representations for Terms and Phrases in Technical Domains
- - Francesco Fusco
  - Diego Antognini
- 2023
- ACL 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language
- - Francesco Fusco
  - Peter Staar
  - et al.
- 2023
- ACL 2023