Yuhui Zhang
29 papers · 2019–2026 · 11 venues · across top CS/AI venues
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Artificial Intelligence
(24)
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Deep Learning
(16)
Machine Learning
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Keywords
vision-language model
(8)
multimodal learning
(6)
large language model
(4)
benchmark evaluation
(4)
visual question answering
(3)
contrastive learning
(3)
question answering
(3)
multimodal large language model
(2)
catastrophic forgetting
(2)
zero-shot classification
(2)
natural language
(2)
foundation model
(2)
representation learning
(2)
zero-shot learning
(2)
language model
(2)
self-supervised learning
(2)
named entity recognition
(2)
biomedical imaging
(2)
chain-of-thought reasoning
(2)
modality gap
(2)
Papers
Do VLMs Perceive or Recall? Probing Visual Perception vs. Memory with Classic Visual Illusions
CVPR 2026
Enabling AI Network Cross-Layer Design and Operations with Arcadia: A Simulation Platform at Scale
NSDI 2026
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR
EACL 2026
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing
IJCAI 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
CVPR 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
CVPR 2025
CellFlux: Simulating Cellular Morphology Changes via Flow Matching
ICML 2025
Data or Language Supervision: What Makes CLIP Better than DINO?
EMNLP 2025
EquiBench: Benchmarking Large Language Modelsβ Reasoning about Program Semantics via Equivalence Checking
EMNLP 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition
EMNLP 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research
CVPR 2025
NegVQA: Can Vision Language Models Understand Negation?
ACL 2025
Video Action Differencing
ICLR 2025
Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data
ICLR 2024
Describing Differences in Image Sets with Natural Language
CVPR 2024
Micro-Bench: A Microscopy Benchmark for Vision-Language Understanding
NeurIPS 2024
MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models
IJCAI 2024
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
EMNLP 2024
VideoAgent: Long-form Video Understanding with Large Language Model as Agent
ECCV 2024
Why are Visually-Grounded Language Models Bad at Image Classification?
NeurIPS 2024
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models
ACL 2023
Diagnosing and Rectifying Vision Models using Language
ICLR 2023
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
NeurIPS 2023
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches
Interspeech 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
NeurIPS 2022
Enhancing Transformer with Sememe Knowledge
ACL 2020
Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition
ACL 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages
ACL 2020
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System
ACL 2019