Tong Geng
15 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Triple Crown
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(78)
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(9)
Application Areas
(8)
Artificial Intelligence
(6)
Architectures
(6)
Core AI Β· Artificial Intelligence
(6)
Computer Vision
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Analysis
(2)
Core AI Β· Computer Vision
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Keywords
dynamical system
(4)
energy efficiency
(2)
optical flow
(2)
multi-armed bandit
(2)
graph neural network
(2)
manifold learning
(1)
online learning
(1)
transformer architecture
(1)
graph learning
(1)
online advertising
(1)
object detection
(1)
visual question answering
(1)
motion estimation
(1)
attention mechanism
(1)
vision transformer
(1)
neural network optimization
(1)
instance segmentation
(1)
computer vision
(1)
object tracking
(1)
energy minimization
(1)
Papers
An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning
ICML 2025
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
ICLR 2025
DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models
ICLR 2025
InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems
ICLR 2025
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
EMNLP 2025
Visual Agents as Fast and Slow Thinkers
ICLR 2025
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World
ICLR 2024
Prototypical Transformer As Unified Motion Learners
ICML 2024
Visual Fourier Prompt Tuning
NeurIPS 2024
ClusterFomer: Clustering As A Universal Visual Learner
NeurIPS 2023
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
NeurIPS 2023
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms
OSDI 2023
TransFlow: Transformer As Flow Learner
CVPR 2023
Comparison Lift: Bandit-based Experimentation System for Online Advertising
AAAI 2021
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments
AAAI 2020