Jacob Christopher

According to our database, Jacob Christopher authored at least 16 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Constraint-Aware Flow Matching: Decision Aligned End-to-End Training for Constrained Sampling.

Jacob K. Christopher, James E. Warner, Ferdinando Fioretto

CoRR, May, 2026

Constrained Diffusion for Accelerated Structure Relaxation of Inorganic Solids with Point Defects.

Jingyi Cui, Jacob K. Christopher, Ankita Biswas, Prasanna V. Balachandran, Ferdinando Fioretto

CoRR, February, 2026

2025

SpecDiff-2: Scaling Diffusion Drafter Alignment For Faster Speculative Decoding.

Jameson Sandler, Jacob K. Christopher, Thomas Hartvigsen, Ferdinando Fioretto

CoRR, November, 2025

Constrained Diffusion for Protein Design with Hard Structural Constraints.

Jacob K. Christopher, Austin Seamann, Jingyi Cui, Sagar Khare, Ferdinando Fioretto

CoRR, October, 2025

Constrained Language Generation with Discrete Diffusion Models.

Michael Cardei, Jacob K. Christopher, Thomas Hartvigsen, Brian R. Bartoldson, Bhavya Kailkhura, Ferdinando Fioretto

CoRR, March, 2025

Training-Free Constrained Generation With Stable Diffusion Models.

Stefano Zampini, Jacob Christopher, Luca Oneto, Davide Anguita, Ferdinando Fioretto

CoRR, February, 2025

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation.

Jacob K. Christopher, Michael Cardei, Jinhao Liang, Ferdinando Fioretto

Proceedings of the International Conference on Neuro-symbolic Systems, 2025

Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion.

Jacob K. Christopher, Brian R. Bartoldson, Tal Ben-Nun, Michael Cardei, Bhavya Kailkhura, Ferdinando Fioretto

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models.

Jinhao Liang, Jacob K. Christopher, Sven Koenig, Ferdinando Fioretto

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Multi-Agent Path Finding in Continuous Spaces with Projected Diffusion Models.

Jinhao Liang, Jacob K. Christopher, Sven Koenig, Ferdinando Fioretto

CoRR, 2024

Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion.

Jacob K. Christopher, Brian R. Bartoldson, Bhavya Kailkhura, Ferdinando Fioretto

CoRR, 2024

Projected Generative Diffusion Models for Constraint Satisfaction.

Jacob K. Christopher, Stephen Baek, Ferdinando Fioretto

CoRR, 2024

Constrained Synthesis with Projected Diffusion Models.

Jacob K. Christopher, Stephen Baek, Ferdinando Fioretto

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Joint Models of Prediction and Optimization.

James Kotary, Vincenzo Di Vito, Jacob Christopher, Pascal Van Hentenryck, Ferdinando Fioretto

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Analyzing and Enhancing the Backward-Pass Convergence of Unrolled Optimization.

James Kotary, Jacob Christopher, My H. Dinh, Ferdinando Fioretto

CoRR, 2023

Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization.

James Kotary, Vincenzo Di Vito, Jacob Christopher, Pascal Van Hentenryck, Ferdinando Fioretto

CoRR, 2023