Yadong Lu
9 papers · 2020–2025 · 9 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) β‘ Prolific Year Β· Productive
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(4)
Deep Learning
(3)
Learning Types
(3)
Application Areas
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Keywords
sequence modeling
(1)
reinforcement learning
(1)
probabilistic inference
(1)
visual question answering
(1)
in-context learning
(1)
prompt engineering
(1)
policy learning
(1)
image editing
(1)
partition function
(1)
graphical model inference
(1)
graphical model
(1)
state space model
(1)
language model
(1)
large multimodal model
(1)
multimodal agent
(1)
vision-language model
(1)
multimodal large language model
(1)
exploration strategy
(1)
context length
(1)
causal inference
(1)
Papers
Adapting LLM Agents with Universal Communication Feedback
NAACL 2025
Deep Association Multimodal Learning for Zero-shot Spatial Transcriptomics Prediction
MICCAI 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
ACL 2025
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
ICLR 2025
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
ICML 2025
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models
CVPR 2024
In-Context Learning Unlocked for Diffusion Models
NeurIPS 2023
Deep Bucket Elimination
IJCAI 2021
Differentiable Joint Pruning and Quantization for Hardware Efficiency
ECCV 2020