Liying Han

According to our database, Liying Han authored at least 22 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering.

Liying Han, Kang Yang, Oliver Wang, Jason Wu, Pengrui Quan, Gaofeng Dong, Ozan Baris Mulayim, Sizhe Ma, Yuyang Yuan, Dezhi Hong, Mario Berges, Mani Srivastava

CoRR, May, 2026

Preliminary Insights in Chronos Frequency Data Understanding and Reconstruction.

Alessandro Pagani, Marco Cominelli, Liying Han, Gaofeng Dong, Sergio Benini, Francesco Gringoli, Mattia Savardi, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Daniel O. Brigham, Kara Combs, Lance M. Kaplan, Federico Cerutti

CoRR, May, 2026

Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction.

Luca Cotti, Luca Lavazza, Marco Cominelli, Liying Han, Gaofeng Dong, Francesco Gringoli, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Daniel O. Brigham, Kara Combs, Lance M. Kaplan, Federico Cerutti

CoRR, April, 2026

Dynamic spatial graph convolution and attention network with dual threshold inference for retinal vessel segmentation.

Qiyuan Xin, Liying Han

Biomed. Signal Process. Control., 2026

FMCS_YOLOV8m: A double-dimension anchor-free pulmonary nodule detection method that fuses multi-scale features.

Liying Han, Xiaoyu Zou, Yiran Huang, Hengyong Yu, Kewen Xia, Hong Zhang

Biomed. Signal Process. Control., 2026

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

CoRR, June, 2025

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges.

Pengrui Quan, Brian Wang, Kang Yang, Liying Han, Mani Srivastava

CoRR, May, 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, Mani Srivastava

CoRR, March, 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, Mani Srivastava

CoRR, February, 2025

Foundation Models for CPS-IoT: Opportunities and Challenges.

Ozan Baris, Yizhuo Chen, Gaofeng Dong, Liying Han, Tomoyoshi Kimura, Pengrui Quan, Ruijie Wang, Tianchen Wang, Tarek F. Abdelzaher, Mario Bergés, Paul Pu Liang, Mani Srivastava

CoRR, January, 2025

EMCA-UNet: A Novel Multi-Scale Convolutional Attention Model for Enhanced Lung Nodule Segmentation.

Liying Han, Zelin Zheng, Yiran Huang, Hong Zhang

Inf. Technol. Control., 2025

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, Luis Garcia

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Preliminary Insights Into Resource-Constrained Neuro-Symbolic Causal Complex Event Processing.

Christian Bresciani, Luca Lavazza, Marco Cominelli, Liying Han, Gaofeng Dong, Francesco Gringoli, Lance M. Kaplan, Mani B. Srivastava, Trevor Bihl, Erik Philip Blasch, Felix J. Knutson, Federico Cerutti

Proceedings of the 28th International Conference on Information Fusion, 2025

2024

Fine-grained image emotion captioning based on Generative Adversarial Networks.

Chunmiao Yang, Yang Wang, Liying Han, Xiran Jia, Hebin Sun

Multim. Tools Appl., October, 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

ACM Trans. Embed. Comput. Syst., May, 2024

An Empirical Evaluation of Neural and Neuro-symbolic Approaches to Real-time Multimodal Complex Event Detection.

Liying Han, Mani B. Srivastava

CoRR, 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

Proceedings of the IEEE Military Communications Conference, 2024

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

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

Penetrative AI: Making LLMs Comprehend the Physical World.

Huatao Xu, Liying Han, Qirui Yang, Mo Li, Mani Srivastava

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Penetrative AI: Making LLMs Comprehend the Physical World.

Huatao Xu, Liying Han, Mo Li, Mani Srivastava

CoRR, 2023

2022

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

2014

Research on the Construction of Macro Assets Price Index based on Support Vector Machine.

Ping Liu, Jianmin Sun, Liying Han, Bo Wang

Proceedings of the International Conference on Computational Science, 2014