Publications

39 results for Dharmashankar Subramanian

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2024
- ICML 2024
Probabilistic Constraint for Safety-Critical Reinforcement Learning
- - Weiqin Chen
  - Dharmashankar Subramanian
  - et al.
- 2024
- IEEE TACON
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2023
- KDD 2023
Concurrent Multi-Label Prediction in Event Streams
- - Xiao Shou
  - Tian Gao
  - et al.
- 2023
- AAAI 2023
Influence-Aware Attention for Multivariate Temporal Point Processes
- - Xiao Shou
  - Tian Gao
  - et al.
- 2023
- CLeaR 2023
AutoDOViz: Human-Centered Automation for Decision Optimization
- - Daniel Karl I. Weidele
  - Shazia Afzal
  - et al.
- 2023
- IUI 2023
Policy Gradients for Probabilistic Constrained Reinforcement Learning
- - Weiqin Chen
  - Dharmashankar Subramanian
  - et al.
- 2023
- CISS 2023
Global Self-Attention as a Replacement for Graph Convolution
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2022
- KDD 2022
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing
- - Jayant Kalagnanam
  - Dzung T. Phan
  - et al.
- 2022
- INFORMS Journal on Applied Analytics
Process Independence Testing in Proximal Graphical Event Models
- - Debarun Bhattacharjya
  - Karthikeyan Shanmugam
  - et al.
- 2022
- CLeaR 2022