Jaehong Yoon
35 papers · 2017–2026 · 10 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π Conference Polyglot (8)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π
Grand Slam
π
Triple Crown
π§¬
Topic Evolution
π€
Dynamic Duo
(18)
ποΈ
Keyword Collector
(105)
β‘
Prolific Year
(10)
π
Conference Pioneer
π
Century Club
(32)
π₯
Unstoppable
(6)
Conferences
ICLR (12)
ICML (9)
EMNLP (5)
AAAI (2)
CVPR (2)
ACL (1)
EACL (1)
ICCV (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
continual learning
(5)
federated learning
(3)
video understanding
(3)
large language model
(3)
transfer learning
(2)
semantic alignment
(2)
model aggregation
(2)
multimodal reasoning
(2)
neural network
(2)
diffusion model
(2)
text-to-image generation
(2)
neural network pruning
(2)
model merging
(2)
parameter aggregation
(2)
visual question answering
(1)
video generation
(1)
domain adaptation
(1)
reinforcement learning
(1)
model selection
(1)
multi-task learning
(1)
Papers
Towards Continually-Evolving AI: Selective and Expandable Multimodal Memory System
AAAI 2026
DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
AAAI 2026
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
EACL 2026
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
CVPR 2025
Glider: Global and Local Instruction-Driven Expert Router
EMNLP 2025
RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
EMNLP 2025
Adapt-$\infty$: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
ICLR 2025
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
EMNLP 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
EMNLP 2025
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
EMNLP 2025
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
ICLR 2025
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
ICLR 2025
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
ICLR 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
ACL 2024
Multimodal Representation Learning by Alternating Unimodal Adaptation
CVPR 2024
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
ICLR 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
NIPS 2024
Progressive Fourier Neural Representation for Sequential Video Compilation
ICLR 2024
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
ICML 2024
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation
ICML 2024
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
ICML 2024
Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models
NAACL 2024
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models
ICCV 2023
Personalized Subgraph Federated Learning
ICML 2023
Continual Learners are Incremental Model Generalizers
ICML 2023
On the Soft-Subnetwork for Few-Shot Class Incremental Learning
ICLR 2023
Online Coreset Selection for Rehearsal-based Continual Learning
ICLR 2022
Representational Continuity for Unsupervised Continual Learning
ICLR 2022
Forget-free Continual Learning with Winning Subnetworks
ICML 2022
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization
ICML 2022
Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
ICLR 2021
Federated Continual Learning with Weighted Inter-client Transfer
ICML 2021
Scalable and Order-robust Continual Learning with Additive Parameter Decomposition
ICLR 2020
Lifelong Learning with Dynamically Expandable Networks
ICLR 2018
Combined Group and Exclusive Sparsity for Deep Neural Networks
ICML 2017