Wang Zhu
8 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Applications · Reinforcement Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
vision-language model
(2)
instruction following
(2)
vision-language navigation
(2)
reinforcement learning
(1)
few-shot learning
(1)
imitation learning
(1)
catastrophic forgetting
(1)
robot navigation
(1)
curriculum learning
(1)
visual question answering
(1)
knowledge distillation
(1)
question decomposition
(1)
question answering
(1)
model evaluation
(1)
multimodal learning
(1)
continual learning
(1)
out-of-distribution generalization
(1)
compositional generalization
(1)
latent variable
(1)
model compression
(1)
Papers
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
ICLR 2025
TLDR: Token-Level Detective Reward Model for Large Vision Language Models
ICLR 2025
Efficient End-to-End Visual Document Understanding with Rationale Distillation
NAACL 2024
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering
EMNLP 2023
Iterative Vision-and-Language Navigation
CVPR 2023
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems
EMNLP 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
NeurIPS 2022
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
ACL 2020