Publications
This section contains publications published by ISI over the past several decades.
2023
SoK: The Ghost Trilemma
Sulagna Mukherjee, Srivatsan Ravi, Paul Schmitt, Barath Raghavan
arXiv preprint arXiv:2308.02202, 2023
Lessons Learned: Building a Privacy-Preserving Entity Resolution Adaptation of PPJoin using End-to-End Homomorphic Encryption
Tanmay Ghai, Yixiang Yao, Srivatsan Ravi
2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023
FedML-HE: An efficient homomorphic-encryption-based privacy-preserving federated learning system
Weizhao Jin, Yuhang Yao, Shanshan Han, Jiajun Gu, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He
arXiv preprint arXiv:2303.10837, 2023
LLM-driven instruction following: Progresses and concerns
Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schütze
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
In search of the long-tail: systematic generation of long-tail knowledge via logical rule guided search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Faeze Brahman, Wenting Zhao, Yejin Choi, Xiang Ren
arXiv preprint arXiv:2311.07237, 2023
Tailoring self-rationalizers with multi-reward distillation
Sahana Ramnath, Brihi Joshi, Skyler Hallinan, Ximing Lu, Liunian Harold Li, Aaron Chan, Jack Hessel, Yejin Choi, Xiang Ren
arXiv preprint arXiv:2311.02805, 2023
Bootstrap your own skills: Learning to solve new tasks with large language model guidance
Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J Lim
arXiv preprint arXiv:2310.10021, 2023
Phenomenal yet puzzling: Testing inductive reasoning capabilities of language models with hypothesis refinement
Linlu Qiu, Liwei Jiang, Ximing Lu, Melanie Sclar, Valentina Pyatkin, Chandra Bhagavatula, Bailin Wang, Yoon Kim, Yejin Choi, Nouha Dziri, Xiang Ren
arXiv preprint arXiv:2310.08559, 2023
How far are large language models from agents with theory-of-mind?
Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui
arXiv preprint arXiv:2310.03051, 2023
Hysteresis effects of different levels of storm flooding on susceptible enteric infectious diseases in a central city of China
Piao-yi Luo, Meng-xiang Chen, Wen-tao Kuang, Han Ni, Jin Zhao, Hao-yun Dai, Xiang Ren, Shang-hui Yi, Xiu-qin Hong, Wen-ting Zha, Yuan Lv
BMC Public Health 23 (1), 1874, 2023
An Experimental and Numerical Investigation of Cardiac Tissue-Patch Interrelation
Gozde Basara, Gokhan Bahcecioglu, Xiang Ren, Pinar Zorlutuna
Journal of Biomechanical Engineering 145 (8), 2023
Virtual prompt injection for instruction-tuned large language models
Jun Yan, Vikas Yadav, Shiyang Li, Lichang Chen, Zheng Tang, Hai Wang, Vijay Srinivasan, Xiang Ren, Hongxia Jin
arXiv preprint arXiv:2307.16888, 2023
Instruction-following evaluation through verbalizer manipulation
Shiyang Li, Jun Yan, Hai Wang, Zheng Tang, Xiang Ren, Vijay Srinivasan, Hongxia Jin
arXiv preprint arXiv:2307.10558, 2023
Cross-lingual continual learning
Meryem M’hamdi, Xiang Ren, Jonathan May
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
FiD-ICL: A fusion-in-decoder approach for efficient in-context learning
Qinyuan Ye, Iz Beltagy, Matthew E Peters, Xiang Ren, Hannaneh Hajishirzi
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
On grounded planning for embodied tasks with language models
Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren
Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13192 …, 2023
Symbolic chain-of-thought distillation: Small models can also" think" step-by-step
Liunian Harold Li, Jack Hessel, Youngjae Yu, Xiang Ren, Kai-Wei Chang, Yejin Choi
arXiv preprint arXiv:2306.14050, 2023
Llm-blender: Ensembling large language models with pairwise ranking and generative fusion
Dongfu Jiang, Xiang Ren, Bill Yuchen Lin
arXiv preprint arXiv:2306.02561, 2023
Retweet-bert: political leaning detection using language features and information diffusion on social networks
Julie Jiang, Xiang Ren, Emilio Ferrara
Proceedings of the international AAAI conference on web and social media 17 …, 2023
How new ideas diffuse in science
Mengjie Cheng, Daniel Scott Smith, Xiang Ren, Hancheng Cao, Sanne Smith, Daniel A McFarland
American sociological review 88 (3), 522-561, 2023