Publications (56)
Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes
Athanasios Papastathopoulos-Katsaros, Steven T. Lee, Lin Yao +4
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
Hengxing Cai, Xiaochen Cai, Junhan Chang +20
Towards a Unified Benchmark and Framework for Deep Learning-Based Prediction of Nuclear Magnetic Resonance Chemical Shifts
Fanjie Xu, Wentao Guo, Feng Wang +8
LA-MARRVEL: A Knowledge-Grounded, Language-Aware LLM Framework for Clinically Robust Rare Disease Gene Prioritization
Jaeyeon Lee, Lin Yao, Hyun-Hwan Jeong +1
A Fault-Tolerant Emergency-Aware Access Control Scheme for Cyber-Physical Systems
Guowei Wu, Dongze Lu, Feng Xia +1
Uni-SMART: Universal Science Multimodal Analysis and Research Transformer
Hengxing Cai, Xiaochen Cai, Shuwen Yang +14
Optimization on fixed low latency implementation of GBT protocol in FPGA
Kai Chen, Hucheng Chen, Weihao Wu +2
CCMB: A Large-scale Chinese Cross-modal Benchmark
Chunyu Xie, Heng Cai, Jincheng Li +11
xHC: Expanded Hyper-Connections
Xiangdong Zhang, Xiaohan Qin, Sunan Zou +10
The paper introduces xHC, a method that expands the residual stream of Transformers to many parallel streams using temporal feature augmentation and a sparse update scheme, enablin…
Self-Generated Error Training for Token Editing in Diffusion Language Models
Lin Yao
Dynamical Jumping Real-Time Fault-Tolerant Routing Protocol for Wireless Sensor Networks
Guowei Wu, Chi Lin, Feng Xia +3
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
Hanwen Wang, Yu Qi, Lin Yao +3
ASD-Chat: An Innovative Dialogue Intervention System for Children with Autism based on LLM and VB-MAPP
Chengyun Deng, Shuzhong Lai, Chi Zhou +5
Experimental Realization of the Rabi-Hubbard Model with Trapped Ions
Quanxin Mei, Bowen Li, Yukai Wu +5
TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue
Shuzhong Lai, Junhong Lai, Chenxi Li +5
Improved Cryo-EM Pose Estimation and 3D Classification through Latent-Space Disentanglement
Weijie Chen, Yuhang Wang, Lin Yao
JTok: On Token Embedding as another Axis of Scaling Law via Joint Token Self-modulation
Yebin Yang, Huaijin Wu, Fu Guo +5
Boosted ab initio Cryo-EM 3D Reconstruction with ACE-EM
Lin Yao, Ruihan Xu, Zhifeng Gao +2
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark
Zheqing Li, Yiying Yang, Jiping Lang +16
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery
Zichen Wen, Boxue Yang, Shuang Chen +30
From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset
Junhong Lai, Shuzhong Lai, Yanhao Yu +5
A Vertically Resolved MSE Framework Highlights the Role of the Boundary Layer in Convective Self-Aggregation
Lin Yao, Da Yang, Zhe-Min Tan
iCare: A Mobile Health Monitoring System for the Elderly
Ziyu Lv, Feng Xia, Guowei Wu +2
Auto-resolving the atomic structure at van der Waals interfaces using a generative model
Wenqiang Huang, Yuchen Jin, Zhemin Li +12
WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment
Lin Yao, Jianfei Song, Ruizhuo Xu +3
A Hop-by-hop Cross-layer Congestion Control Scheme for Wireless Sensor Networks
Guowei Wu, Feng Xia, Lin Yao +2
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
Junhong Lai, Jiyu Wei, Lin Yao +1
MindChat: Enhancing BCI Spelling with Large Language Models in Realistic Scenarios
JIaheng Wang, Yucun Zhong, Chengjie Huang +1
A high-accuracy multi-model mixing retrosynthetic method
Shang Xiang, Lin Yao, Zhen Wang +4
Prediction-Based Data Transmission for Energy Conservation in Wireless Body Sensors
Feng Xia, Zhenzhen Xu, Lin Yao +2
Node-Aligned Graph-to-Graph (NAG2G): Elevating Template-Free Deep Learning Approaches in Single-Step Retrosynthesis
Lin Yao, Wentao Guo, Zhen Wang +3
Decoding in Order-Agnostic Language Models: Chain-Rule Deviation and Uniform Spreading
Lin Yao
A Clustering-based Location Privacy Protection Scheme for Pervasive Computing
Lin Yao, Chi Lin, Xiangwei Kong +2
Energy Efficient Ant Colony Algorithms for Data Aggregation in Wireless Sensor Networks
Chi Lin, Guowei Wu, Feng Xia +3
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values
Christelle Schneuwly Diaz, Duy-Thanh Vu, Julien Bodelet +7
Single-image based deep learning for precise atomic defects identification
Kangshu Li, Xiaocang Han, Yanhui Hong +11
Experimental Powder X-ray Diffraction Crystal Structure Determination with RealPXRD-Solver
Qi Li, Mingyu Guo, Rui Jiao +14
Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Large Language Models
Lin Yao
Deep learning the sources of MJO predictability: a spectral view of learned features
Lin Yao, Da Yang, James P. C. Duncan +4
MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild
Xi Fang, Jiankun Wang, Xiaochen Cai +7
hqQUBO: A Hybrid-querying Quantum Optimization Model Validated with 16-qubits on an Ion Trap Quantum Computer for Life Science Applications
Rong Chen, Quan-Xin Mei, Wen-Ding Zhao +5
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs
Yi Jiang, Qingyang Shen, Shuzhong Lai +5
Deep Learning Applications Based on WISE Infrared Data: Classification of Stars, Galaxies and Quasars
Guiyu Zhao, Bo Qiu, A-Li Luo +4
Targeted Remasking: Replacing Token Editing with Token-to-Mask Refinement in Discrete Diffusion Language Models
Lin Yao
Improving the precision of multiparameter estimation in the teleportation of qutrit under amplitude damping noise
Yan-Ling Li, Yi-Bo Zeng, Lin Yao +1
A Group Key Management Protocol Based on Weight-Balanced 2-3 Tree for Wireless Sensor Networks
Lin Yao, Bing Liu, Feng Xia +2
3D Molecular Generation via Virtual Dynamics
Shuqi Lu, Lin Yao, Xi Chen +3
Localization Technologies for Indoor Human Tracking
Da Zhang, Feng Xia, Zhuo Yang +2
Unified Cross-Scale 3D Generation and Understanding via Autoregressive Modeling
Shuqi Lu, Haowei Lin, Lin Yao +6
End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction
Qingsi Lai, Fanjie Xu, Lin Yao +8
Decentralized Inter-User Interference Suppression in Body Sensor Networks with Non-cooperative Game
Guowei Wu, Jiankang Ren, Feng Xia +2
Membership Inference Attack with Partial Features
Xurun Wang, Guangrui Liu, Xinjie Li +4
A brain-inspired paradigm for scalable quantum vision
Chenghua Duan, Xiuxing Li, Wending Zhao +6
TEDDY: A Pediatric Foundation Model for Risk Forewarning from ICD-Coded Diagnostic Histories
Matthew Brady Neeley, Jorge Botas, Johnathan Jia +5
The paper introduces TEDDY, a compact transformer model that learns from pediatric ICD-10 diagnosis histories to predict disease onset and visit timing up to years in advance.
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
Shuqi Lu, Xiaohong Ji, Bohang Zhang +5
Don't Commit Alone: Joint Token Commitment in Diffusion Large Language Models
Lin Yao