Li, Lei
137 publications
NeurIPS
2025
A Technical Report on “Erasing the Invisible”: The 2024 NeurIPS Competition on Stress Testing Image Watermarks
ICCV
2025
DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-Rigid Shape Matching
ICCV
2025
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy
ICLR
2025
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
CVPR
2025
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-Modal LLMs in Video Analysis
ICML
2024
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates
ICML
2024
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
ECCV
2024
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
NeurIPSW
2023
Bi-Directional Goal-Conditioning on Single Value Function for State Space Search Problems
ICMLW
2023
Generating Global Factual and Counterfactual Explainer for Molecule Under Domain Constraints
NeurIPSW
2023
ToolDec: Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding
ECCVW
2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
IJCAI
2022
Cross-Modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation
ECML-PKDD
2022
Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction
NeurIPS
2022
Learning Multi-Resolution Functional Maps with Spectral Attention for Robust Shape Matching
IJCAI
2022
Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification
AAAI
2021
Listen, Understand and Translate: Triple Supervision Decouples End-to-End Speech-to-Text Translation
AISTATS
2020
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation
NeurIPSW
2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach
CVPRW
2020
SR-CL-DMC: P-Frame Coding with Super-Resolution, Color Learning, and Deep Motion Compensation
AAAI
2017
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models