Dharmashankar Subramanian
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
12
Active years
2010–2026
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICDE | When Text-to-SQL Evaluation Misleads: Rethinking Benchmarking Practices. | Oktie Hassanzadeh, Yotam Perlitz, Nhan Pham, Timothy Dinger, Tanvi Kaple, Long Hai Vu, Michael R. Glass, Dharmashankar Subramanian |
| 2025 | ACL | Knowledge Base Construction for Knowledge-Augmented Text-to-SQL. | Jinheon Baek, Horst Samulowitz, Oktie Hassanzadeh, Dharmashankar Subramanian, Sola Shirai, Alfio Gliozzo, Debarun Bhattacharjya |
| 2024 | ICML | Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. | Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian |
| 2023 | AAAI | Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation. | Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou |
| 2023 | AAAI | Concurrent Multi-Label Prediction in Event Streams. | Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett |
| 2023 | CISS | Policy Gradients for Probabilistic Constrained Reinforcement Learning. | Weiqin Chen, Dharmashankar Subramanian, Santiago Paternain |
| 2023 | ICML | Probabilistic Attention-to-Influence Neural Models for Event Sequences. | Xiao Shou, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Oktie Hassanzadeh, Kristin P. Bennett |
| 2023 | IUI | AutoDOViz: Human-Centered Automation for Decision Optimization. | Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn |
| 2023 | KDD | The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. | Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian |
| 2022 | COMAD | Time Series Representation Learning with Contrastive Triplet Selection. | Yuan-Chi Chang, Dharmashankar Subramanian, Raju Pavuluri, Timothy Dinger |
| 2022 | KDD | Global Self-Attention as a Replacement for Graph Convolution. | Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian |
| 2021 | AAAI | Ordinal Historical Dependence in Graphical Event Models with Tree Representations. | Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian |
| 2020 | AAAI | Event-Driven Continuous Time Bayesian Networks. | Debarun Bhattacharjya, Karthikeyan Shanmugam, Tian Gao, Nicholas Mattei, Kush R. Varshney, Dharmashankar Subramanian |
| 2020 | AAAI | A Multi-Channel Neural Graphical Event Model with Negative Evidence. | Tian Gao, Dharmashankar Subramanian, Karthikeyan Shanmugam, Debarun Bhattacharjya, Nicholas Mattei |
| 2020 | AAAI | GaSPing for Utility. | Mengyang Gu, Debarun Bhattacharjya, Dharmashankar Subramanian |
| 2020 | IJCAI | Cause-Effect Association between Event Pairs in Event Datasets. | Debarun Bhattacharjya, Tian Gao, Nicholas Mattei, Dharmashankar Subramanian |
| 2020 | IJCAI | Order-Dependent Event Models for Agent Interactions. | Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian |
| 2020 | IJCAI | State Variable Effects in Graphical Event Models. | Debarun Bhattacharjya, Dharmashankar Subramanian, Tian Gao |
| 2017 | WSC | A generative stochastic graphical model for simulating social protest. | Dharmashankar Subramanian, Lucia L. Titus |
| 2013 | ICDM | Prescriptive Analytics for Allocating Sales Teams to Opportunities. | Ban Kawas, Mark S. Squillante, Dharmashankar Subramanian, Kush R. Varshney |
| 2013 | UAI | Solution Methods for Constrained Markov Decision Process with Continuous Probability Modulation. | Marek Petrik, Dharmashankar Subramanian, Janusz Marecki |
| 2012 | UAI | An Approximate Solution Method for Large Risk-Averse Markov Decision Processes. | Marek Petrik, Dharmashankar Subramanian |
| 2010 | WSC | An importance sampling method for portfolio CVaR estimation with Gaussian copula models. | Pu Huang, Dharmashankar Subramanian, Jie Xu |