Publications
This section contains publications published by ISI over the past several decades.
2025
Benchmarking large language models under data contamination: A survey from static to dynamic evaluation
Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray
Proceedings of the 2025 Conference on Empirical Methods in Natural Language …, 2025
A comprehensive survey in llm (-agent) full stack safety: Data, training and deployment, 2025
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Shicheng Xu, Junyuan Mao, Yu Wang, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Wenjie Qu, Yue Liu, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Zhaoxin Fan, Kai Wang, Yi Ding, Donghai Hong, Jiaming Ji, Yingxin Lai, Zitong Yu, Xinfeng Li, Yifan Jiang, Yanhui Li, Xinyu Deng, Junlin Wu, Dongxia Wang, Yihao Huang, Yufei Guo, Jen tse Huang, Qiufeng Wang, Xiaolong Jin, Wenxuan Wang, Dongrui Liu, Yanwei Yue, Wenke Huang, Guancheng Wan, Heng Chang, Tianlin Li, Yi Yu, Chenghao Li, Jiawei Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Jiaheng Zhang, Tianwei Zhang, Xingjun Ma, Jindong Gu, Liang Pang, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Lingjuan Lyu, Yuval Elovici, Bhavya Kailkhura, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Dacheng Tao
URL https://arxiv. org/abs/2504.15585, 2025
Which Questions Improve Learning the Most? Utility Estimation of Questions with LM-based Simulations
Dong-Ho Lee, Hyundong Cho, Jonathan May, Jay Pujara
arXiv preprint arXiv:2502.17383, 2025
Determining Levels of Detail for Simulators of Parallel and Distributed Computing Systems via Automated Calibration
Loic Pottier, Jessie McDonald, Yick-Ching Wong, Henri Casanova, Frederic Suter, Kshitij Mehta, Rafael Ferreira da Silva, Ewa Deelman
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2025
Voltage controlled magnetic tunnel junction based ADC less processing-in-pixel for extreme edge intelligence
Md Abdullah-Al Kaiser, Gourav Datta, Jordan Athas, Christian Duffee, Ajey P Jacob, Pedram Khalili Amiri, Peter A Beerel, Akhilesh R Jaiswal
NPJ Unconventional Computing 2 (1), 14, 2025
X-pSRAM: A Photonic SRAM with Embedded XOR Logic for Ultra-Fast in-Memory Computing
Md Abdullah-Al Kaiser, Sugeet Sunder, Ajey P Jacob, Akhilesh R Jaiswal
2025 IEEE 36th International Conference on Application-specific Systems …, 2025
Code-driven planning in grid worlds with large language models
Ashwath Vaithinathan Aravindan, Zhisheng Tang, Mayank Kejriwal
arXiv preprint arXiv:2505.10749, 2025
FedDAPL: Toward Client-Private Generalization in Federated Learning
Soroosh Safari Loaliyan, Jose-Luis Ambite, Paul M Thompson, Neda Jahanshad, Greg Ver Steeg
arXiv e-prints, arXiv: 2509.23688, 2025
Virtual assistant humor management
AY Narayan-Chen, J Sun, S Oraby, A Cervone, T Chung, J Huang, Y Liu, ...
US Patent 12,488,191, 2025
Demonstration of optical pattern matching between two QPSK data channels using nonlinear wave mixing
Abdulrahman Alhaddad, Wing Ko, Amir Minoofar, Muralekrishnan Ramakrishnan, Huibin Zhou, Hongkun Lian, Zile Jiang, Xinzhou Su, Narek Karapetyan, Yingning Wang, Ruoyu Zeng, Ahmed Almaiman, Moshe Tur, Jonathan L Habif, Alan E Willner
Optics Letters 50 (19), 6125-6128, 2025
When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency
Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter Anthony Beerel
Transactions on Machine Learning Research, 2025
InsNeXt: Training Scalable Insertion-based Language Models from Scratch
Sidi Lu, Jacky Dai, Xuezhe Ma, Nanyun Peng
Azetukalner, a Novel KV7 Potassium Channel Opener, in Adults With Major Depressive Disorder: A Randomized Clinical Trial
Navapat Nananukul, Mayank Kejriwal
JAMA Network Open 8 (5), e2512474, 2025
Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks
Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed
Transactions on Machine Learning Research, 2025
Context Synchronization for Human-Centric AI
Hyundong Justin Cho
University of Southern California, 2025
glideinWMS/glideinwms: GlideinWMS 3.10. 15
Igor Sfiligoi, Marco Mambelli, Parag Mhashilkar, Marco Mascheroni, Burt Holzman, John Weigand, Anthony Tiradani, Lorena Lobato, Bruno Coimbra, Thomas Hein, Namratha Urs, Leonardo Lai, Brian Lin, Marc Mengel, Derek Weitzel, Mats Rynge, Brian P Bockelman, Matyas Selmeci, Franco Terranova, Alex Chidera Umeasalugo, Anita F Debarlaben, Vito Di Benedetto
Zenodo, 2025
Gene expression modules during the emergence stage of upland cotton under low-temperature stress and identification of the GhSPX9 cold-tolerance gene
Ziwei Lin, Zhenyu Wang, Yuzhi Zhang, Songjuan Tan, Mayamiko Masangano, Meng Kang, Xiaoyu Cao, Peijun Huang, Yu Gao, Xiaoyu Pei, Xiang Ren, Kunlun He, Yu Liang, Gaoxiang Ji, Zunzhe Tian, Xingxing Wang, Xiongfeng Ma
Plant Physiology and Biochemistry 218, 109320, 2025