Di He

Computer Science · Physical Sciences

20h-index2.1kcitations72works5.22yr avg
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Research Topics

Topic Modeling(23), Natural Language Processing Techniques(21), Multimodal Machine Learning Applications(13), Adversarial Robustness in Machine Learning(10), Computational Drug Discovery Methods(8)

Publications72 total

A Tightly Coupled Algorithm for Lidar, IMU, and GNSS with Graph Optimization
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)·2025
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value
arXiv (Cornell University)·2025Open Access
Integration of induction, system optimization and genetic transformation in Veratrum californicum var. vitro cultures to enhance the production of cyclopamine and veratramine
Plant Physiology and Biochemistry·2024· 1 cited
Block Coordinate Descent Methods for Optimization under J-Orthogonality Constraints with Applications
arXiv (Cornell University)·2024Open Access
$\widetilde{O}(N^2)$ Representation of General Continuous Anti-symmetric Function
arXiv (Cornell University)·2024· 1 citedOpen Access
Efficient heterologous biosynthesis of verazine, a metabolic precursor of the anti-cancer drug cyclopamine, in Nicotiana benthamiana
Plant Communications·2024· 8 citedOpen Access
Submerged macrophyte promoted nitrogen removal function of biofilms in constructed wetland
The Science of The Total Environment·2024· 21 cited
REST: Retrieval-Based Speculative Decoding
2024· 16 citedOpen Access
High Concentrated Enrofloxacin Promotes the Denitrification of Leaf Biofilms by the Inhibited Growth of Submerged Macrophyte
SSRN Electronic Journal·2024Open Access
REST: Retrieval-Based Speculative Decoding
arXiv (Cornell University)·2023· 1 citedOpen Access
Symmetric Difference Operators Derived from Overlap and Grouping Functions
Symmetry·2023· 1 citedOpen Access
The response of structure and nitrogen removal function of the biofilm on submerged macrophytes to high ammonium in constructed wetlands
Journal of Environmental Sciences·2023· 12 citedOpen Access
Realised volatility prediction of high-frequency data with jumps based on machine learning
Connection Science·2023· 7 citedOpen Access
Personalized Predictive ASR for Latency Reduction in Voice Assistants
arXiv (Cornell University)·2023Open Access
End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark proteins
PLoS Computational Biology·2023· 19 citedOpen Access
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions
2023· 4 citedOpen Access
Submerged Macrophyte Promoted Nitrogen Removal Function of Biofilms in Constructed Wetland
SSRN Electronic Journal·2023· 2 citedOpen Access
Binding Site-enhanced Sequence Pretraining and Out-of-cluster Meta-learning Predict Genome-Wide Chemical-Protein Interactions for Dark Proteins
2022Open Access
A context-aware deconfounding autoencoder for robust prediction of personalized clinical drug response from cell-line compound screening
Nature Machine Intelligence·2022· 82 citedOpen Access
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 12 cited
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Frequent Co-authors

Tie‐Yan Liu(15), Liwei Wang(13), Tao Qin(11), Lei Xie(11), Guolin Ke(7), Tie‐Yan Liu(7), Xu Tan(5), Yingce Xia(4), Fei Tian(4), Tianle Cai(4), Qiao Liu(3), Zhuohan Li(3), Xue Jiang(3), Shunqing Yang(3), Fei Fang(3), Liuyan Yang(3), Shuxin Zheng(3), Shengjie Luo(3), Jun Gao(2), Jinling Zhu(2)