Siddhartha Laghuvarapu

PhD student, Department of Computer Science

Joined

September 2022

Names

Siddhartha Laghuvarapu (Preferred)

Emails

****@illinois.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Department of Computer Science (cs.illinois.edu)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

ConfHit: Conformal Generative Design with Oracle-Free Guarantees
Siddhartha Laghuvarapu, Ying Jin, Jimeng Sun
- ICLR 2026 Poster
- Readers: Everyone
MolTextQA: A Question-Answering Dataset and Benchmark for Evaluating Multimodal Architectures and LLMs on Molecular Structure–Text Understanding
Siddhartha Laghuvarapu, Namkyeong Lee, Chufan Gao, Jimeng Sun
- Accepted by DMLR
- Readers: Everyone
MolTextQA: A Curated Question-Answering Dataset and Benchmark for Molecular Structure-Text Relationship Learning
Siddhartha Laghuvarapu, Namkyeong Lee, Chufan Gao, Jimeng Sun
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Molecule Language Model with Augmented Pairs and Expertise Transfer
Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun
- Language and Molecules ACL 2024 Poster
- Readers: Everyone
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun
- NeurIPS 2023 poster
- Readers: Everyone
MEMES: Machine learning framework for Enhanced MolEcular Screening
Sarvesh Sarvesh Mehta, Siddhartha Laghuvarapu, Yashaswi Pathak, Deva Priyakumar
- 01 Oct 2022 (modified: 01 Oct 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Benchmark study on deep neural network potentials for small organic molecules
Rohit Modee, Siddhartha Laghuvarapu, U. Deva Priyakumar
- 2022 (modified: 01 Oct 2022)
- J. Comput. Chem. 2022
- Readers: Everyone
MoleGuLAR: Molecule Generation Using Reinforcement Learning with Alternating Rewards
Manan Goel, Shampa Raghunathan, Siddhartha Laghuvarapu, U. Deva Priyakumar
- 2021 (modified: 01 Oct 2022)
- J. Chem. Inf. Model. 2021
- Readers: Everyone
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules
Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta, U. Deva Priyakumar
- 2020 (modified: 01 Oct 2022)
- AAAI 2020
- Readers: Everyone
BAND NN: A Deep Learning Framework for Energy Prediction and Geometry Optimization of Organic Small Molecules
Siddhartha Laghuvarapu, Yashaswi Pathak, U. Deva Priyakumar
- 2020 (modified: 01 Oct 2022)
- J. Comput. Chem. 2020
- Readers: Everyone