Publications
This section contains publications published by ISI over the past several decades.
2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models
Kian Ahrabian, Zhivar Sourati, Kexuan Sun, Jiarui Zhang, Yifan Jiang, Fred Morstatter, Jay Pujara
Conference on Language Modeling, 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models
Pegah Jandaghi, XiangHai Sheng, Xinyi Bai, Jay Pujara, Hakim Sidahmed
Findings of the Association for Computational Linguistics: ACL 2024, 2024
Discovering Likely Program Invariants for Persistent Memory
Zunchen Huang, Srivatsan Ravi, Chao Wang
Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024
FedGraph: A Research Library and Benchmark for Federated Graph Learning
Yuhang Yao, Yuan Li, Xinyi Fan, Junhao Li, Kay Liu, Weizhao Jin, Srivatsan Ravi, Philip S Yu, Carlee Joe-Wong
arXiv preprint arXiv:2410.06340, 2024
Secure federated learning for neuroimaging
Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, GV Steeg, Srivatsan Ravi
Patterns 5 (8), 2024
Feasibility of Privacy-Preserving Entity Resolution on Confidential Healthcare Datasets Using Homomorphic Encryption
Yixiang Yao, Joseph Cecil, Praveen Angyan, Neil Bahroos, Srivatsan Ravi
arXiv preprint arXiv:2405.18430, 2024
Privacy-preserving language model inference with instance obfuscation
Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen
arXiv preprint arXiv:2402.08227, 2024
FedGCN: convergence-communication tradeoffs in federated training of graph convolutional networks
Yuhang Yao, Weizhao Jin, Srivatsan Ravi, Carlee Joe-Wong
Advances in neural information processing systems 36, 2024
Faith and fate: Limits of transformers on compositionality
Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin, Sean Welleck, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, Yejin Choi
Advances in Neural Information Processing Systems 36, 2024
Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi, Xiang Ren
Advances in Neural Information Processing Systems 36, 2024
Minds versus machines: Rethinking entailment verification with language models
Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
arXiv preprint arXiv:2402.03686, 2024
Self-discover: Large language models self-compose reasoning structures
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V Le, Ed Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
arXiv preprint arXiv:2402.03620, 2024
What will my model forget? forecasting forgotten examples in language model refinement
Xisen Jin, Xiang Ren
arXiv preprint arXiv:2402.01865, 2024
Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty
Kaitlyn Zhou, Jena D Hwang, Xiang Ren, Maarten Sap
arXiv preprint arXiv:2401.06730, 2024
Towards real-time myocardial infarction diagnosis: a convergence of machine learning and ion-exchange membrane technologies leveraging miRNA signatures
Xiang Ren, Ruyu Zhou, George Ronan, S Gulberk Ozcebe, Jiaying Ji, Satyajyoti Senapati, Keith L March, Eileen Handberg, David Anderson, Carl J Pepine, Hsueh-Chia Chang, Fang Liu, Pinar Zorlutuna
Lab on a Chip 24 (23), 5203-5214, 2024
Attributing culture-conditioned generations to pretraining corpora
Huihan Li, Arnav Goel, Keyu He, Xiang Ren
arXiv preprint arXiv:2412.20760, 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Wenting Zhao, Faeze Brahman, Yejin Choi, Xiang Ren
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
Diverging Preferences: When do Annotators Disagree and do Models Know?
Michael JQ Zhang, Zhilin Wang, Jena D Hwang, Yi Dong, Olivier Delalleau, Yejin Choi, Eunsol Choi, Xiang Ren, Valentina Pyatkin
arXiv preprint arXiv:2410.14632, 2024
WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild
Yuntian Deng, Wenting Zhao, Jack Hessel, Xiang Ren, Claire Cardie, Yejin Choi
arXiv preprint arXiv:2409.03753, 2024
Rethinking Backdoor Detection Evaluation for Language Models
Jun Yan, Wenjie Jacky Mo, Xiang Ren, Robin Jia
arXiv preprint arXiv:2409.00399, 2024