Publications
This section contains publications published by ISI over the past several decades.
2025
FOG: Interpretable Feature-Oriented Graph Neural Networks for Tabular Data Prediction
Teng Yuan Tsou, Pei-Xuan Li, Fandel Lin, Hsun-Ping Hsieh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 29-40, 2025
Embedding Spatial and Semantic Contexts for Geo-Entity Typing in Smart City Applications
Basel Shbita, Binh Vu, Fandel Lin, Craig A Knoblock
Companion Proceedings of the ACM on Web Conference 2025, 1724-1732, 2025
ORBIT: An Object Property Reasoning Benchmark for Visual Inference Tasks
Abhishek Kolari, Mohammadhossein Khojasteh, Yifan Jiang, Floris den Hengst, Filip Ilievski
arXiv preprint arXiv:2508.10956, 2025
Srpo: Enhancing multimodal llm reasoning via reflection-aware reinforcement learning
Zhongwei Wan, Zhihao Dou, Che Liu, Yu Zhang, Dongfei Cui, Qinjian Zhao, Hui Shen, Jing Xiong, Yi Xin, Yifan Jiang, Yangfan He, Mi Zhang, Shen Yan
arXiv preprint arXiv:2506.01713, 2025
A Comprehensive Survey in LLM (-Agent) Full Stack Safety: Data, Training and Deployment
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, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin 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, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong
arXiv preprint arXiv:2504.15585, 2025
Columbus: Evaluating cognitive lateral understanding through multiple-choice rebuses
Koen Kraaijveld, Yifan Jiang, Kaixin Ma, Filip Ilievski
Proceedings of the AAAI Conference on Artificial Intelligence 39 (4), 4410-4418, 2025
Recent Advances in Large Langauge Model Benchmarks against Data Contamination: 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
arXiv preprint arXiv:2502.17521, 2025
HIVTP: A Training-Free Method to Improve VLMs Efficiency via Hierarchical Visual Token Pruning Using Middle-Layer-Based Importance Score
Jingqi Xu, Jingxi Lu, Chenghao Li, Sreetama Sarkar, Peter A Beerel
arXiv preprint arXiv:2509.23663, 2025
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling
Zeyu Liu, Souvik Kundu, Lianghao Jiang, Anni Li, Srikanth Ronanki, Sravan Bodapati, Gourav Datta, Peter A Beerel
arXiv preprint arXiv:2509.18467, 2025
FedDAPL: Toward Client-Private Generalization in Federated Learning
Soroosh Safari Loaliyan, Jose-Luis Ambite, Paul M Thompson, Neda Jahanshad, Greg Ver Steeg
arXiv preprint arXiv:2509.23688, 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
Coherent detection for the identification of scattered laser light in a bright incoherent background
J Habif, A RITTENBACH
US Patent App. 19/079,287, 2025
Semantic F1 Scores: Fair Evaluation Under Fuzzy Class Boundaries
Georgios Chochlakis, Jackson Trager, Vedant Jhaveri, Nikhil Ravichandran, Alexandros Potamianos, Shrikanth Narayanan
arXiv preprint arXiv:2509.21633, 2025
Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations
Keyu He, Tejas Srinivasan, Brihi Joshi, Xiang Ren, Jesse Thomason, Swabha Swayamdipta
arXiv preprint arXiv:2509.25844, 2025
Exploring Opportunities to Support Novice Visual Artists' Inspiration and Ideation with Generative AI
Cindy Peng, Alice Qian, Linghao Jin, Jieneng Chen, Evans Xu Han, Paul Pu Liang, Hong Shen, Haiyi Zhu, Jane Hsieh
arXiv preprint arXiv:2509.24167, 2025
A Point Process Model of Skin Conductance Responses in a Stroop Task for Predicting Depression and Suicidal Ideation
Kleanthis Avramidis, Myzelle Hughes, Idan A Blank, Dani Byrd, Assal Habibi, Takfarinas Medani, Richard M Leahy, Shrikanth Narayanan
arXiv preprint arXiv:2510.00422, 2025
Assessing Visual Privacy Risks in Multimodal AI: A Novel Taxonomy-Grounded Evaluation of Vision-Language Models
Efthymios Tsaprazlis, Tiantian Feng, Anil Ramakrishna, Rahul Gupta, Shrikanth Narayanan
arXiv preprint arXiv:2509.23827, 2025
ARTI-6: Towards Six-dimensional Articulatory Speech Encoding
Jihwan Lee, Sean Foley, Thanathai Lertpetchpun, Kevin Huang, Yoonjeong Lee, Tiantian Feng, Louis Goldstein, Dani Byrd, Shrikanth Narayanan
arXiv preprint arXiv:2509.21447, 2025
Multilingual profiles and their association with cognition and brain structure among older Indian adults
Miguel Arce Renteria, Iris Strangmann, Yingxu Liu, Pranali Khobragade, Sarah Petrosyan, Niranjan Khandelwal, Joyita Banerjee, Emma Nichols, Erik Meijer, Shrikanth Narayanan, Kirsten M Lynch, Leon M Aksman, Jinkook Lee
Alzheimer's Association International Conference, 2025
Evaluation of Speech Foundation Models for ASR on Child-Adult Conversations in Autism Diagnostic Sessions
Aditya Asvin, Rimita Lahiri, Aditya Kommineni, Somer Bishop, Catherine Lord, Sudarsana Kadiri, Shrikanth Narayanan
Proc. WOCCI 2025, 31-35, 2025