Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- Md Shamim Hussain
- Mohammed J. Zaki
- et al.
- 2024
- ICML 2024
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39 results for Dharmashankar Subramanian
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