Boyuan Zheng
13 papers · 2021–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
(83)
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(6)
Natural Language Processing
(6)
Learning Types · Deep Learning
(4)
Applications · Natural Language Processing
(3)
Models
(3)
Machine Learning
(2)
Reinforcement Learning
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Keywords
web agent
(4)
large language model
(3)
multimodal model
(2)
language instruction
(2)
information extraction
(1)
named entity recognition
(1)
benchmark evaluation
(1)
policy learning
(1)
machine translation
(1)
visual reasoning
(1)
visual grounding
(1)
natural language understanding
(1)
machine reading comprehension
(1)
visual context
(1)
reinforcement learning from human feedback
(1)
document-level translation
(1)
instruction tuning
(1)
token classification
(1)
mutual information
(1)
cross-lingual alignment
(1)
Papers
HuB: Learning Extreme Humanoid Balance
CoRL 2025
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
ICLR 2025
Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning
ICLR 2025
Dual-View Visual Contextualization for Web Navigation
CVPR 2024
GPT-4V(ision) is a Generalist Web Agent, if Grounded
ICML 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
ACL 2024
WebOlympus: An Open Platform for Web Agents on Live Websites
EMNLP 2024
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
EMNLP 2023
Mind2Web: Towards a Generalist Agent for the Web
NeurIPS 2023
An Empirical Study on Finding Spans
EMNLP 2022
Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation
NAACL 2022
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning
SemEval 2021