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Published Date

Publication

Alchemy: Amplifying Theorem-Proving Capability through Symbolic Mutation

Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei

October 2024

Publication

Budget-aware Query Tuning: An AutoML Perspective

Wentao Wu, Chi Wang

SIGMOD Record | October 2024, Vol 53(3): pp. 20-26

Publication

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Project

Publication

METAREFLECTION: Learning Instructions for Language Agents using Past Reflections

Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares

EMNLP’24 | October 2024

Publication

AI-powered Microgrids Facilitate Energy Resilience and Equity in Regional Communities

Peeyush Kumar

MSR-TR-2024-44 | October 2024

Published by Microsoft

Publication

Predictability of identifier naming with Copilot: A case study for mixed-initiative programming tools

Michael Jing Long Lee, Advait Sarkar, Alan F. Blackwell

Proceedings of the 35th Annual Conference of the Psychology of Programming Interest Group (PPIG 2024) | October 2024

Project Project

Publication

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks

Yingzhe Peng, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin 林庆维, Xu Yang, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

IUI’25 | October 2024

Publication

Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning

Yuxuan Ren, Dihan Zheng, Chang Liu, Peiran Jin, Yu Shi, Lin Huang, Jiyan He, Shengjie Luo, Tao Qin, Tie-Yan Liu

2024 Neural Information Processing Systems | October 2024

Publication

Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity

Philip Amortila, Dylan Foster, Nan Jiang, Akshay Krishnamurthy, Zakaria Mhammedi

NeurIPS 2024 | October 2024

Publication

Gorilla: Teaching LLMs to Use Tools

Xin Wang

October 2024

Artificial Intelligence

Highlights