Huang, Jiani

8 publications

NeurIPS 2025 ESCA: Contextualizing Embodied Agents via Scene-Graph Generation Jiani Huang, Amish Sethi, Matthew Kuo, Mayank Keoliya, Neelay Velingker, JungHo Jung, Ser-Nam Lim, Ziyang Li, Mayur Naik

ICLR 2025 LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision Jiani Huang, Ziyang Li, Mayur Naik, Ser-Nam Lim

AAAI 2024 Relational Programming with Foundational Models Ziyang Li, Jiani Huang, Jason Liu, Felix Zhu, Eric Zhao, William Dodds, Neelay Velingker, Rajeev Alur, Mayur Naik

ICMLW 2022 Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming Hanlin Zhang, Ziyang Li, Jiani Huang, Mayur Naik, Eric Xing

NeurIPSW 2021 Numerical Reasoning over Legal Contracts via Relational Database Jiani Huang, Ziyang Li, Ilias Fountalis, Mayur Naik

NeurIPS 2021 Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si

NeurIPSW 2021 Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si

ICML 2020 Generating Programmatic Referring Expressions via Program Synthesis Jiani Huang, Calvin Smith, Osbert Bastani, Rishabh Singh, Aws Albarghouthi, Mayur Naik