Wenhao Zheng
11 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
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Mega-Team · Squad
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Conference Pioneer
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(4)
Application Areas
(4)
Core Methods
(4)
Natural Language Processing
(3)
Optimization & Theory · Machine Learning
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Applications
(1)
Architectures
(1)
Keywords
multimodal learning
(4)
large language model
(2)
small language model
(2)
representation learning
(2)
natural language processing
(1)
preference learning
(1)
benchmark evaluation
(1)
instruction following
(1)
ordinal regression
(1)
efficient computing
(1)
class imbalance
(1)
model alignment
(1)
feedback mechanism
(1)
natural language
(1)
mixture of expert
(1)
reward model
(1)
generative model
(1)
vision-language model
(1)
model fine-tuning
(1)
feature embedding
(1)
Papers
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025
LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts
EMNLP 2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
ICLR 2025
Token Level Routing Inference System for Edge Devices
ACL 2025
Verifiable Format Control for Large Language Model Generations
NAACL 2025
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
MICCAI 2024
VHELM: A Holistic Evaluation of Vision Language Models
NeurIPS 2024
Robust Image Ordinal Regression with Controllable Image Generation
IJCAI 2023
Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution
AAAI 2020
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially
AAAI 2019