Seungju Han
27 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (5)
π
Interdisciplinary Bridge
π
Conference Polyglot
(9)
π
Academic Marathon
(5)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(131)
β‘
Prolific Year
(6)
π
Century Club
(26)
π₯
Unstoppable
(6)
β
The Questioner
Conferences
CVPR (6)
EMNLP (5)
ACL (3)
ICCV (3)
NAACL (3)
ICLR (2)
NIPS (2)
EACL (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
large language model
(9)
multimodal learning
(4)
few-shot learning
(3)
face recognition
(3)
data augmentation
(3)
reinforcement learning
(2)
llm safety
(2)
multi-task learning
(2)
dialogue system
(2)
adversarial attack
(2)
retrieval model
(2)
in-context learning
(2)
knowledge distillation
(2)
domain generalization
(2)
visual reasoning
(2)
open-domain dialogue
(2)
attention mechanism
(1)
self-supervised learning
(1)
scene understanding
(1)
feature extraction
(1)
Papers
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning
EACL 2026
Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making
EMNLP 2025
Test-Time Ensemble via Linear Mode Connectivity: A Path to Better Adaptation
ICLR 2025
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning
ACL 2025
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
NAACL 2025
AI as Humanityβs Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
ICLR 2025
Representation Bending for Large Language Model Safety
ACL 2025
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
NIPS 2024
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
NIPS 2024
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding
EMNLP 2024
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models
NAACL 2024
Sample-wise Label Confidence Incorporation for Learning with Noisy Labels
ICCV 2023
CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision
ICCV 2023
Rethinking Feature-Based Knowledge Distillation for Face Recognition
CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing
CVPR 2023
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms
EMNLP 2023
CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos
ICCV 2023
Towards Accurate Facial Landmark Detection via Cascaded Transformers
CVPR 2022
Measuring and Improving Semantic Diversity of Dialogue Generation
EMNLP 2022
Pushing the Performance Limit of Scene Text Recognizer Without Human Annotation
CVPR 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances
NAACL 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation
ACL 2022
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation
EMNLP 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition
CVPR 2021
Quality-Agnostic Image Recognition via Invertible Decoder
CVPR 2021
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding
INTERSPEECH 2020
Meta Variance Transfer: Learning to Augment from the Others
ICML 2020