Publications | Zhengxu Tang | Emory University

Preprint 2026

Large Language Models at Population Scale: A Survey and Taxonomy of Public Health Applications

Zhengxu Tang, Bohan Wang, Yiming Lu, Zewen Liu, Max S.Y. Lau, Wei Jin

Preprints.org, 2026 (preprint)

Details

EMNLP Findings 2026

CoLT-Drive: Counterfactual Long-Tail Benchmarking and Knowledge-Preserving Adaptation for Driving Affordance Prediction

Zhengxu Tang, Guofeng Cui, Ziyu Gong, Xiaozhou Zhang, Ruifeng Deng, Chengzhi Qi, Ke Chen, Sachin Patil, Tianjun Xiao, Langechuan Liu, Pichao Wang

Findings of the Association for Computational Linguistics: EMNLP 2026

Paper Details

EMNLP Findings 2026

Beyond Textual Chain-of-Thought: A Survey on Action-Grounded Reasoning in Autonomous Driving

Zhengxu Tang, Xiaozhou Zhang, Guofeng Cui, Ziyu Gong, Zi Wang, Yunfei Shi, Ruifeng Deng, Chengzhi Qi, Ke Chen, Sachin Patil, Tianjun Xiao, Langechuan Liu, Pichao Wang

Findings of the Association for Computational Linguistics: EMNLP 2026

Paper Details

Device 2026

Age-Adaptive Polymeric Skin Electronics Enhance Neural Data and Machine Learning Accuracy

Vittorio Mottini, Liuxi Xing, Yulu Cai, Charlie Meilinger, Soham Inamdar, Xiang Calvin Chen, Bahareh Tajvidi Safa, Jiaqi Wang, Yi Xing, Jack Darbonne, Zhengxu Tang, Yunnuo Zhang, Christopher H. Contag, Ruiguo Yang, Mi Zhang, Jinxing Li

Device, 4(1), 2026

Details

NeurIPS 2025

Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation

Bowen Song, Zecheng Zhang, Zhaoxu Luo, Jason Hu, Wei Yuan, Jing Jia, Zhengxu Tang, Guanyang Wang, Liyue Shen

Advances in Neural Information Processing Systems, 38, 2025

Details Code

Adv. Mater. 2025

TriMag Microrobots: 3D-Printed Microrobots for Magnetic Actuation, Imaging, and Hyperthermia

Liuxi Xing, Yulu Cai, Yapei Zhang, Kevin Mozel, Zhengxu Tang, Tengteng Tang, Vittorio Mottini, Saumya Nigam, Bryan R. Smith, Ian Y. Lee, Tavarekere N. Nagaraja, Ping Wang, Xiangjia Li, Tong Gao, Jinxing Li

Advanced Materials, 37(45), e19708, 2025

Details

ICLR 2025

Dynamic Modeling of Patients, Modalities and Tasks via Multi-Modal Multi-Task Mixture of Experts

Chenwei Wu, Zitao Shuai, Zhengxu Tang, Luning Wang, Liyue Shen

International Conference on Learning Representations, 2025

Paper Details

AAAI 2025

Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs

David Restrepo, Chenwei Wu, Zhengxu Tang, Zitao Shuai, Thao Nguyen Minh Phan, Jun-En Ding, Cong-Tinh Dao, Jack Gallifant, Robyn Gayle Dychiao, et al.

Proceedings of the AAAI Conference on Artificial Intelligence, 39(27), 28321-28330, 2025

Details

npj Digital Med. 2025

Seasonal Timing and Interindividual Differences in Shiftwork Adaptation

Ruby Kim, Yu Fang, Minki Lee, Dae Wook Kim, Zhengxu Tang, Srijan Sen, Daniel B. Forger

npj Digital Medicine, 8(1), 300, 2025

Details

JBI 2025

Enhancing AI-Based Diabetic Retinopathy Screening in Low- and Middle-Income Countries with Synthetic Data

Zitao Shuai, Chenwei Wu, Zhengxu Tang, David Restrepo, Michael G. Morley, Luis Filipe Nakayama

Journal of Biomedical Informatics, 104938, 2025

Details

CBMI 2025

SeqBench: Benchmarking Sequential Narrative Generation in Text-to-Video Models

Zhengxu Tang, Zizheng Wang, Luning Wang, Zitao Shuai, Chenhao Zhang, Siyu Qian, Yirui Wu, Bohao Wang, Haosong Rao, Zhenyu Yang, Chenwei Wu

International Conference on Content-Based Multimedia Indexing, 1-7, 2025

Details

NeurIPS TS4H 2025

Contrastive Time-Series Representation Learning for Multiplexed Neurochemical Concentration Prediction

Na Dai, Abdallah Daha, Joshua Labbe, Zhengxu Tang, Yunnuo Zhang, Jinxing Li

NeurIPS Workshop on Learning from Time Series for Health, 2025

Details