Siyuan Qiao

Shanghai Jiao Tong University — China

Computer Science · Physical Sciences

26h-index5.4kcitations91works17.62yr avg
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Research Topics

Advanced Neural Network Applications(41), Domain Adaptation and Few-Shot Learning(35), Advanced Image and Video Retrieval Techniques(17), Adversarial Robustness in Machine Learning(11), Multimodal Machine Learning Applications(10)

Publications90 total

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
ArXiv.org·2025Open Access
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
arXiv (Cornell University)·2025Open Access
Virtual Width Networks
arXiv (Cornell University)·2025Open Access
GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models
arXiv (Cornell University)·2025Open Access
A Field‐Deployable RotEx‐LAMP‐LFA Platform for Molecular Triage of HPV‐Driven Oncogenesis
Advanced Science·2025Open Access
FDSPC: Fast and Direct Smooth Motion Planning via Continuous Curvature Integration
IEEE Robotics and Automation Letters·2025· 2 cited
Balanced Actor Initialization: Stable RLHF Training of Distillation-Based Reasoning Models
arXiv (Cornell University)·2025Open Access
Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis
Nature Communications·2025· 19 citedOpen Access
SensorLM: Learning the Language of Wearable Sensors
arXiv (Cornell University)·2025Open Access
Model Merging in Pre-training of Large Language Models
arXiv (Cornell University)·2025Open Access
A Multi-Time Scale Hierarchical Coordinated Optimization Operation Strategy for Distribution Networks with Aggregated Distributed Energy Storage
Applied Sciences·2025· 1 citedOpen Access
Geometric Adaptive Neural Controller and Optical Flow‐Based Invariant Extended Kalman Filter for Mars Quadrotor Under Disturbance
Journal of Field Robotics·2025
IG Captioner: Information Gain Captioners Are Strong Zero-Shot Classifiers
Lecture notes in computer science·2024
De-Diffusion Makes Text a Strong Cross-Modal Interface
2024· 6 cited
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
arXiv (Cornell University)·2024· 1 citedOpen Access
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
arXiv (Cornell University)·2024· 270 citedOpen Access
PolyMaX: General Dense Prediction with Mask Transformer
2024· 16 cited
Application of Drone Remote Sensing Technology in Farmland Protection Inspection
2024
IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers
arXiv (Cornell University)·2023Open Access
PolyMaX: General Dense Prediction with Mask Transformer
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Alan Yuille(34), Wei Shen(18), Liang-Chieh Chen(12), Hartwig Adam(9), Huiyu Wang(9), Chenxi Liu(8), Zhishuai Zhang(7), Qihang Yu(6), Bo Wang(5), Lingxi Xie(5), Yukun Zhu(5), Maxwell D. Collins(4), Dahun Kim(4), Jieru Mei(4), Yukun Zhu(4), Cihang Xie(3), Weichao Qiu(3), Chenglin Yang(3), Alex Zihao Zhu(3), Liang-Chieh Chen(3)