Zongyi Li
Assistant Professor of Mathematics and Data Science
Develops neural operators such as the Fourier neural operator for learning solutions of partial differential equations.
Zongyi Li's lab at NYU works on data management & big data. 44 papers since 2023, 15 at top venues, mostly NeurIPS and ICLR. 3 PhD students. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 34%
- PhD students
- 3
- MS students
- 0
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 5 papers2026 · T1 3 · collecting
- 14 papers2025 · T1 6
- 13 papers2024 · T1 3
- 12 papers2023 · T1 3
T1 venuesOtherVenues: NeurIPS, ICLR, JMLR, AAAI, ICASSP
Research focuspaper titles that use each topic's words
- operators2 papers
- neural operators2 papers
- Data management & big data0 papers
- partial0 papers
- partial differential0 papers
Paper list
From DBLP.
20265 papers
- ICLR (T1)Counterfactual LLM-based Framework for Measuring Rhetorical Style (opens in a new tab)
- AAAI (T1)Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification (opens in a new tab)
- Trans. Mach. Learn. Res.High precision PINNs in unbounded domains: application to singularity formulation in PDEs (opens in a new tab)
- ICLR (T1)Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning (opens in a new tab)
- ICCPerformance Analysis of RIS-Aided MISO URLLC Systems with Channel Aging and EMI (opens in a new tab)
202514 papers
- npj Digit. MedicineA novel single-cell level evaluation method for corneal endothelial cell function (opens in a new tab)
- IEEE Trans. Biom. Behav. Identity Sci.AAPAR: CLIP-Based Adaptation and Alignment for Pedestrian Attribute Recognition (opens in a new tab)
- ICASSP (T1)AD2T: Adversarial Distortion Domain Translation for Robust Watermarking against Non-differentiable Distortions (opens in a new tab)
- IEEE Trans. Biom. Behav. Identity Sci.AIM-Bone: Texture Discrepancy Generation and Localization for Generalized Deepfake Detection (opens in a new tab)
- ICLR (T1)ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation (opens in a new tab)
- NeurIPS (T1)Autoregressive Motion Generation with Gaussian Mixture-Guided Latent Sampling (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.Cross-Modality Relation and Uncertainty Exploration for Text-Based Person Search (opens in a new tab)
- AAAI (T1)Exploring the Potential of Large Vision-Language Models for Unsupervised Text-Based Person Retrieval (opens in a new tab)
- IEEE Trans. Biom. Behav. Identity Sci.FRNS: A Dual-Strategy Framework for Fine-Grained Feature Refinement and Text Noise Suppression in Text-Based Person Retrieval (opens in a new tab)
- JMLR (T1)Geometric Operator Learning with Optimal Transport (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.GSyncCode: Geometry Synchronous Hidden Code for One-step Photography Decoding (opens in a new tab)
- ACM MMHarnessing Multimodal Large Language Models for Personalized Product Search with Query-aware Refinement (opens in a new tab)
202413 papers
- IEEE Trans. Biom. Behav. Identity Sci.Cascade Transformer Reasoning Embedded by Uncertainty for Occluded Person Re-Identification (opens in a new tab)
- IJCAI (T1)Cross-modal Generation and Alignment via Attribute-guided Prompt for Unsupervised Text-based Person Retrieval (opens in a new tab)
- IJCNNDBDH: A Dual-Branch Dual-Head Neural Network for Invisible Embedded Regions Localization (opens in a new tab)
- ICICEnhancing Landslide Segmentation with Guide Attention Mechanism and Fast Fourier Transformer (opens in a new tab)
- IEEE Trans. Multim.Gait Recognition With Multi-Level Skeleton-Guided Refinement (opens in a new tab)
- IEEE Trans. Comput. Soc. Syst.Improving the Transferability of Adversarial Attacks on Face Recognition With Beneficial Perturbation Feature Augmentation (opens in a new tab)
- Trans. Mach. Learn. Res.Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Knowledge Consistency Distillation for Weakly Supervised One Step Person Search (opens in a new tab)
- IET Quantum Commun.Multi-hop joint remote state preparation of general hybrid entangled multi-qudit states via distinct Einstein-Podolsky-Rosen channels (opens in a new tab)
- NeurIPS (T1)Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs (opens in a new tab)
- ICICTraining-Free Diffusion Models for Content-Style Synthesis (opens in a new tab)
- ICASSP (T1)Uncertainty-Guided Person Search Model with Auxiliary Shallow Feature Exploration (opens in a new tab)
202312 papers
- IEEE Trans. Cogn. Dev. Syst.Bidirectional Gated Edge-Labeling Graph Recurrent Neural Network for Few-Shot Learning (opens in a new tab)
- EntropyCoupled Information-Epidemic Spreading Dynamics with Selective Mass Media (opens in a new tab)
- JMLR (T1)Fourier Neural Operator with Learned Deformations for PDEs on General Geometries (opens in a new tab)
- ACMLFusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation (opens in a new tab)
- IEEE Trans. Biom. Behav. Identity Sci.Gait Recognition via Gait Period Set (opens in a new tab)
- NeurIPS (T1)Geometry-Informed Neural Operator for Large-Scale 3D PDEs (opens in a new tab)
- CVPR WorkshopHierarchical Clustering and Refinement for Generalized Multi-Camera Person Tracking (opens in a new tab)
- ICIPMEGL: Multi-Experts Guided Learning Network for Single Camera Training Person Re-Identification (opens in a new tab)
- ICIPMutual Relative Position Learning Transformer for Cross-View Geo-Localization (opens in a new tab)
- JMLR (T1)Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs (opens in a new tab)
- Quantum Inf. Process.Quantum teleportation based on non-maximally entangled graph states (opens in a new tab)
- IET Quantum Commun.Research on information lossless teleportation via the W states (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to NYUFall 2027
Computer Science PhD (Courant / Tandon)
- Round
- Single round (December)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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