AAAI

202663편

• 장백철Yonsei

  “As Eastern Powers, I will veto”: An Investigation of Nation-level Bias of Large Language Models in International Relations

  Jonghyeon Choi, Yeonjun Choi, Hyun-chul Kim, Beakcheol Jang

• 어영정Yonsei

  4D Scaffold Gaussian Splatting for Memory Efficient Dynamic Scene Reconstruction

  Woong Oh Cho, In Cho, Seoha Kim, Jeongmin Bae, Youngjung Uh, Seon Joo Kim

• 김선주Yonsei

  4D Scaffold Gaussian Splatting with Dynamic-Aware Anchor Growing for Efficient and High-Fidelity Dynamic Scene Reconstruction

  Woong Oh Cho, In Cho, Seoha Kim, Jeongmin Bae, Youngjung Uh, Seon Joo Kim

• 이정우SNU

  An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity

  Sunbeom Jeong, Sehwan Kim, Hyeonggeun Han, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee

• 최종현SNU

  An Information Theoretic Evaluation Metric for Strong Unlearning

  Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi

• 노승문Yonsei

  An Information Theoretic Evaluation Metric For Strong Unlearning

  Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi

• 김태섭SNU

  Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks

  Minsoo Jo, Dongyoon Yang, Taesup Kim

• 박노성KAIST

  Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs

  Jeongwhan Choi, Seungjun Park, Sumin Park, Sung-Bae Cho, and Noseong Park

• 조성배Yonsei

  Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs

  J.H. Choi, S.-J. Park, S.-M. Park, S.-B. Cho, N.-S. Park

• 윤성로SNU

  CANDI: Curated Test-time Adaptation for Multivariate Time-series Anomaly Detection under Distribution Shift

  HyunGi Kim, Jisoo Mok, Hyungyu Lee, Juhyeon Shin, Sungroh Yoon

• 김주호KAIST

  CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design

  Daeheon Jeong*, Seoyeon Byun*, Kihoon Son, Dae Hyun Kim, Juho Kim

• 김승룡KAIST

  CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-Based Anomaly Synthesis

  JoungBin Lee, Hyunkoo Lee, Jini Yang, Chaehyun Kim, Jung Yi, Seok Hwangbo, Hyeoncheol Lee, Minho Chun, Eunjo Jeong, Seungryong Kim

• 김광인POSTECH

  Client-level active error correction in distributed learning

  Kwang In Kim

• 정교민SNU

  Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning

  Sangmook Lee*, Dohyung Kim*, Hyukhun Koh, Nakyeong Yang, and Kyomin Jung

• 이상훈Yonsei

  DipGuava: Disentangling Personalized Gaussian Features for 3D Head Avatars from Monocular Video

  Jeonghaeng Lee, Seok Keun Choi, Zhixuan Li, Weisi Lin, Sanghoon Lee

• 유영재SNU

  Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism

  Jinhong Jeong*, Sunghyun Lee*, Jaeyoung Lee, Seonah Han, Youngjae Yu

• 이원종SNU

  DOS: Directional Object Separation in Text Embeddings for Multi-object Image Generation

  Dongnam Byun, Jungwon Park, Jungmin Ko, Choi Chang In, Wonjong Rhee

• 노용만KAIST

  Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier

  Hyeongseop Rha, Jeong Hun Yeo, KIM YEONJU, Yong Man Ro

• 조성배Yonsei

  Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning

  H.-J. Moon, S.-B. Cho

• 유영재SNU

  Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation

  Jaewoo Park*, Jungyang Park*, Dongju Jang, Jiwan Chung, Byungwoo Yoo, Jaewoo Shin, Seonjoon Park, Taehyeong Kim, Youngjae Yu

• 안성진KAIST

  Extendable Planning via Multiscale Diffusion

  Chang Chen, Hany Hamed, Doojin Baek, Taegu Kang, Samyeul Noh, Yoshua Bengio, Sungjin Ahn

• 김용대SNU

  Fair Model-based Clustering

  Jinwon Park, Kunwoong Kim, Jihu Lee, Yongdai Kim

• 유재민SNU

  Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption

  Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin

• 신기정KAIST

  Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption

  Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin

• 김건희SNU

  Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting

  Junseo Koo, Jinseo Jeong, Gunhee Kim

• 박노성KAIST

  How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts

  Sumin Park, and Noseong Park

• 석흥일KU

  HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment

  S. Jo, W. Jeong, D.-W. Heo, Y. Hwang, H.-I. Suk

• 김현우KAIST

  Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration

  Jinyoung Park, Minseong Bae, Jeehye Na, Hyunwoo J. Kim

• 곽수하, 조민수, 손진희POSTECH

  Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation

  Namyup Kim, Jinsung Lee, Suha Kwak

• 강유SNU

  LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers

  Minjun Kim, Jaeri Lee, Jongjin Kim, Jeongin Yun, Yongmo Kwon, U Kang

• 이재윤SNU

  Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning

  Jeong-seok Oh, Jay-yoon Lee

• 정종헌KU

  Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting

  Yunhun Nam, Jaehyung Kim, Jongheon Jeong

• 김재형Yonsei

  Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting

  Yunhun Nam, Jaehyung Kim, Jongheon Jeong

• 김형신SNU

  Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment

  You Rim Choi, Subeom Park, Seojun Heo, Eunchung Noh, and Hyung-Sin Kim*

• 정종헌KU

  Margin-aware Preference Optimization for Aligning Diffusion Models without Reference

  Jiwoo Hong, Sayak Paul, Noah Lee, Kashif Rasul, James Thorne, Jongheon Jeong

• 김건희SNU

  MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering

  Seokwon Song, Minsu Park, Gunhee Kim

• Christian WallravenKU

  Mind the Gap: Quantifying and Aligning Human-AI Visual Attention for Accident Anticipation

  Ryu, Hoe Sung, Wallraven, Christian

• 이상학SNU

  Mitigating Length Bias in RLHF through a Causal Lens

  Hyeonji Kim, Sujeong Oh, Sanghack Lee *

• 이기민KAIST

  MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control

  Juyong Lee, Dongyoon Hahm, June Suk Choi, W. Bradley Knox, Kimin Lee

• 장병탁SNU

  Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning

  Jinhee Park, Hee Bin Yoo, Minjun Kim, Byoung-Tak Zhang, Junseok Kwon