Yuan Feng
17 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (55) π Academic Marathon Β· Half π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Grand Slam
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Renaissance Researcher
(8)
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Century Club Β· Bronze
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Research topics
Deep Learning
(11)
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Optimization & Theory
(4)
Computer Vision
(3)
Interdisciplinary
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Core Methods
(3)
Processing
(3)
Keywords
retrieval-augmented generation
(2)
quantum machine learning
(2)
diffusion model
(2)
quantum computing
(2)
variational quantum algorithm
(2)
knowledge graph
(2)
neural data structure
(2)
large language model
(2)
multimodal learning
(1)
program verification
(1)
prototype learning
(1)
spatio-temporal modeling
(1)
constrained optimization
(1)
multi-view learning
(1)
semantic segmentation
(1)
instance segmentation
(1)
temporal modeling
(1)
query complexity
(1)
belief revision
(1)
mixed integer programming
(1)
Papers
Focal-General Diffusion Model with Semantic Consistent Guidance for Sign Language Production
CVPR 2026
REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression
ACL 2026
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
ACL 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
ICML 2025
OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition
AAAI 2025
On the Trainability and Classical Simulability of Learning Matrix Product States Variationally
AAAI 2025
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors
CVPR 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows
IJCAI 2024
Mayfly: a Neural Data Structure for Graph Stream Summarization
ICLR 2024
Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
NeurIPS 2024
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows
AAAI 2023
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams
AAAI 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation
CVPR 2023
Two Views of Constrained Differential Privacy: Belief Revision and Update
AAAI 2023
Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems
IJCAI 2018
Planning for Stochastic Games with Co-Safe Objectives
IJCAI 2015