Huiyu Zhou
10 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(4)
π
Century Club
(10)
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
ACL (3)
AAAI (2)
ICML (2)
ECCV (1)
IJCAI (1)
MICCAI (1)
Top co-authors
Keywords
multimodal large language model
(2)
contrastive learning
(2)
benchmark evaluation
(1)
image restoration
(1)
text classification
(1)
data augmentation
(1)
speech synthesis
(1)
semantic analysis
(1)
confidence calibration
(1)
scene graph
(1)
multiple instance learning
(1)
instance selection
(1)
query rewriting
(1)
automated essay scoring
(1)
weakly supervised object detection
(1)
negative contrastive learning
(1)
deterministic information
(1)
discourse analysis
(1)
educational assessment
(1)
speech instruction
(1)
Papers
Wavefront-Constrained Passive Obscured Object Detection
AAAI 2026
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
ACL 2025
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
ACL 2025
Unlocking Speech Instruction Data Potential with Query Rewriting
ACL 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
ICML 2025
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
ICML 2025
D4-VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On
ECCV 2024
MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer
MICCAI 2024
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
IJCAI 2022
Semantically Contrastive Learning for Low-Light Image Enhancement
AAAI 2022