Research on the Construction of Macro Assets Price Index based on Support Vector Machine. - Ping Liu; Jianmin Sun; Liying Han; Bo Wang (ICCS, 2014)

Assessing Spatiotemporal Changes of SDG Indicators at the Neighborhood Level in Guilin, China: A Geospatial Big Data Approach. - Liying Han; Linlin Lu; Junyu Lu; Xintong Liu; Shuangcheng Zhang; Ke Luo; Dan He; Penglong Wang; Huadong Guo; Qingting Li (Remote. Sens., 2022)

Penetrative AI: Making LLMs Comprehend the Physical World. - Huatao Xu; Liying Han; Mo Li 001; Mani Srivastava 001 (CoRR, 2023)

Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (BuildSys, 2024)

Adapting Complex Event Detection to Perceptual Domain Shifts. - Brian Wang; Julian de Gortari Briseno; Liying Han; Henry Phillips; Jeffrey Craighead; Ben Purman; Lance M. Kaplan; Mani Srivastava 001 (MILCOM, 2024)

Penetrative AI: Making LLMs Comprehend the Physical World. - Huatao Xu; Liying Han; Qirui Yang; Mo Li 001; Mani Srivastava 001 (HotMobile, 2024)

An Empirical Evaluation of Neural and Neuro-symbolic Approaches to Real-time Multimodal Complex Event Detection. - Liying Han; Mani B. Srivastava (CoRR, 2024)

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. - Swapnil Sayan Saha; Sandeep Singh Sandha; Mohit Aggarwal; Brian Wang; Liying Han; Julian de Gortari Briseno; Mani Srivastava 001 (ACM Trans. Embed. Comput. Syst., 2024)

Fine-grained image emotion captioning based on Generative Adversarial Networks. - Chunmiao Yang; Yang Wang 166; Liying Han; Xiran Jia; Hebin Sun (Multim. Tools Appl., 2024)

Detecting Context Shifts in the Human Experience Using Multimodal Foundation Models. - Iris Nguyen; Liying Han; Burke Dambly; Alireza Kazemi; Marina Kogan; Cory S. Inman; Mani Srivastava 001; Luis Garcia 001 (SenSys, 2025)

Foundation Models for CPS-IoT: Opportunities and Challenges. - Ozan Baris; Yizhuo Chen; Gaofeng Dong; Liying Han; Tomoyoshi Kimura; Pengrui Quan; Ruijie Wang 004; Tianchen Wang; Tarek F. Abdelzaher; Mario Bergés; Paul Pu Liang; Mani Srivastava 001 (CoRR, 2025)

NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection. - Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance M. Kaplan; Federico Cerutti 001; Mani Srivastava 001 (CoRR, 2025)

Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study. - Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance M. Kaplan; Federico Cerutti 001; Mani Srivastava 001 (CoRR, 2025)

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges. - Pengrui Quan; Brian Wang; Kang Yang 005; Liying Han; Mani Srivastava 001 (CoRR, 2025)

Can Time-Series Foundation Models Perform Building Energy Management Tasks? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (CoRR, 2025)