Publications

* denotes equal contribution. See also my Google Scholar.

1. NeurIPS 2026

   Trust Region Continual Learning as an Implicit Meta-Learner

   Zekun Wang*, Anant Gupta*, Christopher J. MacLellan

   Conference on Neural Information Processing Systems · Main Track · Poster · Atlanta, Dec 2026

   arXiv

2. ACL Findings 2026

   CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling

   Karthik Singaravadivelan*, Anant Gupta*, Zekun Wang, Christopher J. MacLellan

   Findings of the Association for Computational Linguistics · Poster · San Diego, Jul 2026 · pp. 35140–35155

   ACL Anthology arXiv

3. ICLR 2026

   Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models

   Zekun Wang*, Anant Gupta*, Zihan Dong, Christopher J. MacLellan

   International Conference on Learning Representations · Main Track · Poster · Rio de Janeiro, Apr 2026

   OpenReview

4. ACS 2025

   Hierarchical Semantic Retrieval with Cobweb

   Anant Gupta*, Karthik Singaravadivelan*, Zekun Wang

   Advances in Cognitive Systems · Oral presentation · Atlanta, Oct 2025

   arXiv

5. Preprint

   Cross-Task Transfer via Multi-Role Reinforcement Learning

   Anant Gupta, Zekun Wang, Wei Xu, Christopher J. MacLellan

   2026

6. Preprint

   Self-Consolidating Language Models: Continual Knowledge Incorporation from Context

   Zekun Wang*, Anant Gupta*, Zihan Dong, Christopher J. MacLellan

   arXiv:2605.07076, 2026

   arXiv

7. Preprint

   Test-Time Compositional Generalization in Diffusion Models via Concept Discovery

   Zekun Wang, Anant Gupta, Tianyi Zhu, Christopher J. MacLellan

   arXiv:2605.07078, 2026

   arXiv

8. SIGCSE TS 2026

   LLMTutorBench: A Benchmark for University-level TCS AI Tutoring Systems

   Anant Gupta*, Hieu Nguyen*, Carine Geltrudes Webber*, Justin Stevens, Abrahim Ladha, Sanika Ainchwar, Vijay Ganesh

   ACM SIGCSE Technical Symposium · Lightning talk · St. Louis, Feb 2026

   DOI

9. AAAI 2026 Workshop

   FinForge: Semi-Synthetic Financial Benchmark Generation

   Glenn Matlin, Akhil Theerthala*, Anant Gupta*, Anirudh JM, Rayan Castilla, Yi Mei Ng, Sudheer Chava

   AAAI Workshop on AI for Finance · Poster · Singapore, Jan 2026

10. SIAM MDS 2024

    A Reduced Operator Newton Method for Bayesian Filtering

    Anant Gupta, Nisha Chandramoorthy

    SIAM Conference on Mathematics of Data Science · Poster · Atlanta, Oct 2024

11. APS 2024

    Learning and using scores for efficient Bayesian filtering

    Nisha Chandramoorthy, Youssef Marzouk, Anant Gupta

    Bulletin of the American Physical Society, 2024

12. AppliedMath 2022

    Rotating Binaries

    Anant Gupta, Idriss J. Aberkane, Sourangshu Ghosh, Adrian Abold, Alexander Rahn, Eldar Sultanow

    AppliedMath, vol. 2, no. 1, pp. 104–117, 2022

    DOI arXiv

13. arXiv 2020

    On Cycles of Generalized Collatz Sequences

    Anant Gupta

    arXiv:2008.11103, 2020

    arXiv

14. SSRN 2020

    Effect of Ambient Temperature on COVID-19 Infection Rate: Evidence from California

    Dhruv Gupta, Anant Gupta

    SSRN 3575404, 2020