Selected Publications
My research spans Multimodal AI🪬, Agentic AI🦾, and AI for Life Science🔬. I have multiple peer-reviewed publications at leading academic venues, including Nature Biomedical Engineering, Pharmacological Research, ACL, ICASSP, MICCAI, BIBM.
* indicates equal contribution.
Journals
Nature Biomedical Engineering, 2026
DeepDrugDiscovery Identifies Blood–Brain Barrier Permeable Autophagy
Enhancers for Alzheimer's Disease 🪬🔬
Y Dong*, X Xiao*, XX Zhuang*, W Wu*, ZY Wang, S Zhang, JT Li, K Zhang, WY Fu,
JM Chen, SH Xiong, S Deng, K Li, C Ma, W Jin, X Jin, Q Cai, HM Shen, M Li, H
Su, JB Wan, H Yu, D Ouyang, K Ye, EF Fang, CS Tan, G Yang, Z Niu, JH Lu
Pharmacological Research, 2026
Isoginkgetin Protects Against Degeneration of ALS Motor Neurons via Regulating
the GSK-3β–TFEB Signaling Axis 🪬🔬
A Li, X Xiao, G Liu, K Li, Y Ling, S Deng, C Xu, SQ
Cao, J Wen, G Lu, G Yang, EF Fang, D Qin, H Su
Conferences
ACL Main Conference 2026
Musical Score Understanding Benchmark: Evaluating Large Language Models'
Comprehension of Complete Musical Scores 🪬
C Dai*, Y Yang*, K Li*, H Zhou, S Liang, Z Bo, E Liu, G
Jin, H An, H Zhang, et al.
ACL Findings 2026
How Adversarial Environments Mislead Agentic AI? 🦾
Z Zhan, H Zhou, Z Li, P Jing, K Li, H Haddadi
EuroMLSys 2026
Systems-Level Attack Surface of Edge Agent Deployments on IoT 🦾
Z Zhan, K Li, Y Zhang, H Haddadi
ACM Conference on AI and Agentic Systems 2026
HearthNet: Edge Multi-Agent Orchestration for Smart Homes 🦾
Z Zhan, K Li, Y Zhang, H Haddadi
MICCAI 2026
A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces 🔬
L He, K Li, R He, S Ingala, L Lorenzini, M de Bruijne, F Barkhof, RH Davies, CH Sudre
ICASSP 2026
Swin-DS: A Deeply Supervised Transformer with Geometric Guidance for Robust
Lacune Detection 🔬
L He, K Li, H Zhang, C Meng, L Lorenzini, S Ingala, RH
Davies, CH Sudre
BIBM 2025
Agnostic Biomolecular Binding Affinity Prediction via Frame Averaging Graph
Transformer 🔬
K Li, L He, X Xiao, S Deng, Z Zhong, Y Yang, G Yang