Sheng Liu
29 papers · 2020–2026 · 9 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 28% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
Achievements are not shown for a combined profile - each one describes a single researcher's record, which this is not.
Which Sheng Liu?
5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Carlos Fernandez-Granda, Narges Razavian, Weicheng Zhu
8 papers
· 2020–2023
· NeurIPS, CVPR, ICML
Hide ▲
Avoiding spurious correlations via logit correction
ICLR 2023
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
CVPR 2023
Adaptive Early-Learning Correction for Segmentation From Noisy Annotations
CVPR 2022
Are All Losses Created Equal: A Neural Collapse Perspective
NeurIPS 2022
Deep Probability Estimation
ICML 2022
Robust Training under Label Noise by Over-parameterization
ICML 2022
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training
NeurIPS 2021
Early-Learning Regularization Prevents Memorization of Noisy Labels
NeurIPS 2020
8 papers whose co-authors appear nowhere else under this name
SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning
AAAI 2026
ViLL-E: Video LLM Embeddings for Retrieval
ACL 2026
Data Reconstruction Attacks and Defenses: A Systematic Evaluation
AISTATS 2025
Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
EMNLP 2025
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems
AAAI 2025
PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels
ICCV 2023
On Learning Contrastive Representations for Learning With Noisy Labels
CVPR 2022
Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training
CVPR 2022