Publications
This section contains publications published by ISI over the past several decades.
2021
Studying Strategically: Learning to Mask for Closed-book QA
Qinyuan Ye, Belinda Z Li, Sinong Wang, Benjamin Bolte, Hao Ma, Xiang Ren, Wen-tau Yih, Madian Khabsa
arXiv preprint arXiv:2012.15856, 2021
Differentiable Open-Ended Commonsense Reasoning
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W Cohen
NAACL 2021, 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
NAACL 2021, 2021
Angiogenic factor AGGF1 acts as a tumor suppressor by modulating p53 post-transcriptional modifications and stability via MDM2
Wenxia Si, Bisheng Zhou, Wen Xie, Hui Li, Ke Li, Sisi Li, Wenbing Deng, Pengcheng Shi, Chao Yuan, Tie Ke, Xiang Ren, Xin Tu, Xiaomei Zeng, Britta Weigelt, Brian P Rubin, Qiuyun Chen, Chengqi Xu, Qing Kenneth Wang
Cancer letters 497, 28-40, 2021
Pre-training Text-to-Text Transformers for Concept-centric Common Sense
Wangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Bill Yuchen Lin, Xiang Ren
ICLR 2021, 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren
ICLR 2021, 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren
Findings of ACL 2021, 2021
Alleviate dataset shift problem in fine-grained entity typing with virtual adversarial training
Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren
Proceedings of the Twenty-Ninth International Conference on International …, 2021
One-shot Learning for Temporal Knowledge Graphs
Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan
arXiv preprint arXiv:2010.12144, 2021
A multiplexed ion-exchange membrane-based miRNA (MIX· miR) detection platform for rapid diagnosis of myocardial infarction
Xiang Ren, Bradley W Ellis, George Ronan, Stuart Ryan Blood, Cameron DeShetler, Satyajyoti Senapati, Keith L March, Eileen Handberg, David Anderson, Carl Pepine, Hsueh-Chia Chang, Pinar Zorlutuna
Lab on a Chip 21 (20), 3876-3887, 2021
Correction: Constant-potential environment for activating and synchronizing cardiomyocyte colonies with on-chip ion-depleting perm-selective membranes
Vivek Yadav, Nicolas Chong, Bradley Ellis, Xiang Ren, Satyajyoti Senapati, Hsueh-Chia Chang, Pinar Zorlutuna
Lab on a Chip 21 (18), 3614-3614, 2021
Probing causal common sense in dialogue response generation
Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren
arXiv preprint arXiv:2104.09574, 2021
RiddleSense: Answering riddle questions as commonsense reasoning
Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren
arXiv preprint arXiv:2101.00376, 2021
Fednlp: A research platform for federated learning in natural language processing
Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufen Huang, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
arXiv preprint arXiv:2104.08815, 2021
Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani
arXiv preprint arXiv:2010.12779, 2021
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren
AAAI 2021, 2021
Modeling Combinatorial Evolution in Time Series Prediction
Wenjie Hu, Yang Yang, Zilong You, Zongtao Liu, Xiang Ren
WSDM 2021, 2021
Revisiting nakamoto consensus in asynchronous networks: A comprehensive analysis of bitcoin safety and chainquality
Muhammad Saad, Afsah Anwar, Srivatsan Ravi, David Mohaisen
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
Amppere: A universal abstract machine for privacy-preserving entity resolution evaluation
Yixiang Yao, Tanmay Ghai, Srivatsan Ravi, Pedro Szekely
Proceedings of the 30th ACM International Conference on Information …, 2021
HashSplit: Exploiting Bitcoin Asynchrony to Violate Common Prefix and Chain Quality
Muhammad Saad, Afsah Anwar, Srivatsan Ravi, David Mohaisen
Cryptology ePrint Archive, 2021