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31
- ECCV 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Oral) 1. Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding - Yeeun Choi, Youngbeom Yoo, Joon-Young Lee, Hyolim Kang†, Seon Joo Kim† 1. Bridging Online and Offline Handwriting via Differentiable Physical Rendering - Seonmi Park, Seunghyun Shin, Vihaan Misra, Dongmin Shin, Ukcheol Shin, Jean Oh and Hae-Gon Jeon 2. Controlling Motion Transfer in Diffusion Transformers via Attention Heads - Sunyoung Jung*, Jiwoo Park*, Yoonseok Choi, Kyobin Choo, Ming-Hsuan Yang, Seong Jae Hwang 3. Delaunay Canopy: Building Wireframe Reconstruction from Airborne LiDAR Point Clouds via Delaunay Graph - Donghyun Kim, Chanyoung Kim, YoungJoong Kwon*, Seong Jae Hwang* 4. Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping - Jinho Kim, Jinwoo Kim, Seon Joo Kim 5. From Script to Shot: A Benchmark for Grounding Screenplays in Movies - Jungu Cho, Young-Jae Park, Seong Jong Ha, Siyeol Kim, Seungho Park, Jisu Shin, Junmyeong Lee, Chaemin Hwang, Hyunjun Jung, Sangeyl Lee and Hae-Gon Jeon 6. Group3D: MLLM-Driven Semantic Grouping for Open-Vocabulary 3D Object Detection - Youbin Kim, Jinho Park, Hogun Park, Eunbyung Park 7. JacobianAvatar: Temporally Consistent Semi-rigid Avatar Reconstruction from a Monocular Video - Changyeon Won, Min-Gyu Park, Seonghwan Park, Ju Hong Yoon and Hae-Gon Jeon 8. LIIFusion: Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation - Sangmin Han, Jinho Kim, Jinwoo Kim, Dongyoung Kim, Seon Joo Kim 9. NoDrift3R: Raymap-Guided Coupling for Drift-Robust Unposed Feed-Forward 3D Reconstruction - Xiangyu Sun, Liu Liu, Seungkwon Yang, Jingbing Han, Seungtae Nam, Zhizhong Su, Eunbyung Park 10. Personalized Reward Modeling for Text-to-Image Generation - Jeongeun Lee, Ryang Heo, Dongha Lee 11. PIAvatar: Physically Interactive Avatars via Deformation Gradient Decoupling - Sang-Hun Han, Min-Gyu Park, Jisu Shin, Seunghyun Shin, Jin-Hwi Park and Hae-Gon Jeon 12. QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers - Kyobin Choo, Youngmin Kim, Hyunkyung Han, Geunrip Park, Chanyoung Kim, Sunyoung Jung, Seong Jae Hwang 13. Relaxed Rigidity with Ray-based Grouping for Dynamic Gaussian Splatting - Junoh Lee, Junmyeong Lee, Yeon-Ji Song, Inhwan Bae, Jisu Shin, Hae-Gon Jeon and Jin-Hwa Kim 14. TriMotion: Modality-Agnostic Camera Control for Video Generation - Seunghyun Shin, Jifei Song, Wooseok Jeon, Hae-Gon Jeon and Jiankang Deng 15. Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection - Chanhui Lee, Donggyu Choi, Seunghyun Shin, Hae-Gon Jeon and Jeany Son Image Source: ECCV 2026 Official Website
- 첨단컴퓨팅학부 2026.10.14
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30
- NeurIPS 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Spotlight) 1. MT-CC: Multi-Group Temperature Scaling for Asymmetric Calibration Behavior in Class-Incremental Learning - Sungjun Yun, Yonghee Choi, and Dong-Jun Han 2. Rethinking LLM Fine-Tuning via Weight Space Reparameterization: Preserving Safety during Downstream Adaptation - Min-Seong Kim*, Jongbok Won*, Jeesup Park, Yonghee Choi, and Dong-Jun Han 1. 3D Consistency Tokens - Seungtae Nam, Jungwoo Kim, Gyeongjin Kang, Younggeun Lee, Seungkwon Yang, Eunbyung Park 2. A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal Curse - Moongyu Jeon*, Sangwoo Shin*, Bumjun Kim, Kyelim Lee, and Albert No 3. AETDICE: Unified Framework and Offline Optimization for Nonlinear Multi-Objective RL - Woosung Kim*, Youngjun Suh*, Jinho Lee*, Jongmin Lee^, Byung-Jun Lee^ 4. Auditing the Judge: Human-Grounded Bias Discovery, Quantification, and Mitigation in LLM Judges - Hamin Koo*, Chanjoo Jung*, Fangzhao Wu, and Jaehyung Kim 5. ComPose: When to Trust Hands for Object Pose Tracking - Jisu Shin, Junoh Lee, JunGyu Lee, Inhwan Bae, Dohyeon Lee, Hokyun Im, Youngwoon Lee and Hae-Gon Jeon 6. Cross-Family Universality of Behavioral Axes via Anchor-Projected Representations - Su-Hyeon Kim and Yo-Sub Han 7. Disentangled Sparse Representations for Concept-Separated Diffusion Unlearning - Hyeonjin Kim*, Hangyeol Jung*, Heechan Yun, Sungjun Yun, and Dong-Jun Han 8. Few-Shot Truly Benign DPO Attack for Jailbreaking LLMs - Sangyeon Yoon*, Wonje Jeung*, Yoonjun Cho, Dongjae Jeon, and Albert No 9. Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs - Wenzhi Fang, Liangqi Yuan, Guangchen Lan, Dong-Jun Han, and Christopher G. Brinton 10. Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport - Jaehun Shon*, Jinha Choi*, Jongwook Jeon, Jongmin Lee 11. MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge - Guangchen Lan, Sipeng Zhang, Tianle Wang, Yuwei Zhang, Xinpeng Wei, Daoan Zhang, Xiaoman Pan, Hongming Zhang, Dong-Jun Han, Christopher G. Brinton 12. Not All Routing Drift Is Harmful: Trust-Region Projection for Class-Incremental Learning - Taw-Hwan Kim, Sung-Bae Cho 13. Optimized Minimal 4D Gaussian Splatting - Minseo Lee*, Byeonghyeon Lee*, Lucas Yunkyu Lee, Eunsoo Lee, Sangmin Kim, Seunghyeon Song, Joo Chan Lee, Jong Hwan Ko, Jaesik Park, Eunbyung Park 14. Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning - Jaeseong Lee, Jinwoo Kim, Jinho Jeong, Seon Joo Kim 15. Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models - Wooseok Jeon*, Seungho Park*, Seunghyun Shin, Sangeyl Lee, Hyeonho Jeong and Hae-Gon Jeon 16. Reconciling Safety and Performance via Dual-Expert Offline Imitation Learning - Seokin Seo, Sung Kuk Shyn, Minji Seo, Yisoo Lee^, Jongmin Lee^, Hongseok Yang^, Kee-Eung Kim^ 17. RelationVGGT : Visual Geometry Transformers for 3D Spatial Relation Segmentation - Minsu Kim, Jaesung Choe, Jiwoo Lee, Yu-Chiang Frank Wang, Seon Joo Kim 18. Renoise Consistency: Unlocking Efficient Self-Correction for Diffusion Large Language Models - Jihoon Lee, Yeongbin Seo, and Jaehyung Kim 19. Rethinking State Tracking in Recurrent Models Through Error Control Dynamics - Jiwan Chung, Heechan Choi, Seon Joo Kim 20. Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views - Mijin Yoo*, In Cho*, Subin Jeon, Jiwoo Lee, Eunbyung Park, Seon Joo Kim 21. Sequential Behavioral Watermarking for LLM Agents - Hyeseon An, Shinwoo Park, Dongsu Kim and Yo-Sub Han 22. Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning - Shin So, Kyelim Lee, and Albert No 23. The Mask Is Not the Object: Volumetric Supervision for 3D Gaussian Segmentation - Jeonghwan Cho, Minsu Kim, Junyoung Hong, Seon Joo Kim 24. Towards Direct Evaluation of Harness Optimizers via Priority Ranking - Kai Tzu-iunn Ong, Minseok Kang, Dongwook Choi, Junhee Cho, Seungwon Lim, Seungju Kim, Geunha Jang, Minwoo Oh, Bogyung Jeong, Sunghwan Kim, Taeyoon Kwon, Jihye Han, Juyoung Wy, Jinyoung Yeo 25. U-MVP: Encode Locally, Decode Globally for Feed-Forward 3D Gaussian Splatting - Seungkwon Yang, Gyeongjin Kang, Hwasik Jeong, Byeongjin Kang, Hyeongbhin Cho, Eunbyung Park 26. VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following - Hyesoo Hong, Minsoo Kim, Wonje Jeung, Sangyeon Yoon, Dongjae Jeon, and Albert No Image Source: NeurIPS Official Media Kit
- 첨단컴퓨팅학부 2026.10.14
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29
- EMNLP 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Oral Presentation) 1. BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs - Sangyeon Yoon, Hyesoo Hong, Wonje Jeung, Yongil Kim, Wooseok Seo, Heuiyeen Yeen, Albert No, and Sunkyoung Kim 2. CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation - Kwangmin Ki, Yunhun Nam, Jongheon Jeong, and Jaehyung Kim 3. InterPol: De-anonymizing LM Arena via Interpolated Preference Learning - Minsung Cho and Jaehyung Kim 4. Negation without Confusion: Decomposing Bias and Recomposing Style in Text Embeddings for Negation-aware Image Generation - Sooyeon Park, Hemraj Singh, Kyunghyun Min, Youngjae Yu, Sung-Bae Cho 5. Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward Models - Wonje Jeung, Sangyeon Yoon, Hyesoo Hong, Yoonjun Cho, Dongjae Jeon, Bumjun Kim, Jean Oh†, Youngjae Yu†, and Albert No† 6. SPRInG: Continual LLM Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation - Seoyeon Kim and Jaehyung Kim 1. Apples on the Table? Evaluating Text-Guided 3D Scene Synthesis via Fine-Grained Constraint Verification - Minseok Kang, Dongwook Choi, Gyeom Hwangbo, Seungwon Lim, Kai Tzu-iunn Ong, Jinyoung Yeo 2. Dynamic Context Allocation for Concurrent Multi-Agent LLM - Junho Na, Daiki E. Matsunaga, Nam Ho Koh, Jongmin Lee, Pascal Poupart, Kee-Eung Kim 3. Linguistics-Aware Non-Distortionary LLM Watermarking - Shinwoo Park, Hyejin Park, Hyeseon An and Yo-Sub Han 4. Steering Language Models Before They Speak: Logit-Level Interventions - Hyeseon An, Shinwoo Park, Hyundong Jin and Yo-Sub Han 5. Streaming Atomic Action Segmentation in Egocentric Videos via Iterative LVLM-to-Streaming Distillation - Hyolim Kang, Jungsoo Lee, Janghoon Cho, Juntae Lee, Seon Joo Kim, Sungha Choi 6. SyRuP: Enhancing System-Prompt Following via Reward-Guided Prediction in LLM Decoding - Seoyeon Kim, Minjae Kang, and Jaehyung Kim 7. Training-free LLM Verification via Recycling Few-shot Examples - Dongseok Lee, Jimyung Hong, Dongyoung Kim, and Jaehyung Kim (Findings) 1. LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training - Minju Gwak, Minseo Kwak, Dongseok Lee, Guijin Son, Alan Ritter, and Jaehyung Kim 2. LookBack: Where and How to Score LVLM Responses via Visual Reference Usage - Beomsik Cho*, JinHyeong Kim*, Dongseok Lee, and Jaehyung Kim 3. Spatial Reasoning in Large Vision-Language Models via Egocentric-to-Allocentric Transformation - Yoonji Kim*, Jieun Kim*, Sung-Bae Cho Image Source: EMNLP 2026 Official Website
- 첨단컴퓨팅학부 2026.10.14
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28
- ACL 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Oral) 1. EMCee: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context - Hamin Koo, Jaehyung Kim 2. Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs - Beomsik Cho, Jaehyung Kim (Main) 1. A Linguistics-Aware LLM Watermarking via Syntactic Predictability - Shinwoo Park, Hyejin Park, Hyeseon An and Yo-Sub Han 2. COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs - Dasol Choi, DongGeon Lee, Brigitta Jesica Kartono, Helena Berndt, Taeyoun Kwon, Joonwon Jang, Haon Park, Hwanjo Yu*, Minsuk Kahng* 3. Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models - Yoonji Kim,Jieun Kim, Yujin Jeong, Sung-Bae Cho 4. Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding - Jaehyun Jeon, Min Soo Kim, Janghan Yoon, Sumin Shim, Yejin Choi, Hanbin Kim, Dae Hyun Kim*, Youngjae Yu* 5. Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models - Youngji Roh, Hyunjin Cho, Jaehyung Kim 6. Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data - Minseo Kwak, Jaehyung Kim 7. Injecting Context via Situation Working Memory for Logical Reasoning with LLMs, - Jieun Kim, Seoha Lim, YoungHae Choi, Sung-Bae Cho 8. LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction - Donghyun Kim, Hyeongjun Yang, Seokju Hwang, Kyong-Ho Lee, and Chanhee Lee 9. P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist - Kwangwook Seo, Dongha Lee 10. RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection - Yejin Lee, Hyeseon An and Yo-Sub Han (Findings) 1. ContractEval: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation - Soohan Lim, Joonghyuk Hahn, Hyunwoo Park, Sang-Ki Ko and Yo-Sub Han 2. Data-Efficient Adaptation to Contextual Shifts in LLM-based Conversational Recommendation - Hyeongjun Yang, Donghyun Kim, Seokju Hwang, Midan Shim, KyuHwan Yeom, KaeHyun Um, and Kyong-Ho Lee 3. DUSK: Do Not Unlearn Shared Knowledge - Wonje Jeung*, Sangyeon Yoon*, Hyesoo Hong*, Soeun Kim, Seungju Han, Youngjae Yu, and Albert No 4. PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints - Minjun Park, Donghyun Kim, Hyeonjong Ju, Seungwon Lim, Dongwook Choi, Taeyoon Kwon, Minju Kim, Jinyoung Yeo 5. Revisiting the Uniform Information Density Hypothesis in LLM Reasoning Traces - Minju Gwak, Guijin Son, Jaehyung Kim 6. SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving - Shengmin Piao, Sanghyun Park 7. Which bird does not have wings: Negative-constrained KGQA with Schema-guided Semantic Matching and Self-directed Refinement - Midan Shim, Seokju Hwang, KaeHyun Um, and Kyong-Ho Lee 8. Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths - Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee Image Source: ACL Official Website (https://2026.aclweb.org)
- 첨단컴퓨팅학부 2026.05.27
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27
- ICML 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Spotlight) 1. Real-Time Visual Attribution Streaming in Thinking Model - Seil Kang, Woojung Han, Junhyeok Kim, JInyeong Kim, Youngeun Kim, Seong Jae Hwang 2. Shared Semantics, Divergent Mechanisms: Unsupervised Feature Discovery by Aligning Semantics and Mechanisms - Hyunjin Cho, Youngji Roh, Jaehyung Kim (Position Track) 1. Position: The Term “Machine Unlearning” Is Overused in LLMs - Sangyeon Yoon*, Yeachan Jun*, and Albert No (Poster) 1. BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback - Hyunseo Kim, Sangam Lee, Kwangwook Seo, Dongha Lee 2. Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training - Wenzhi Fang, Dong-Jun Han, Liangqi Yuan, Evan Chen, Christopher G. Brinton 3. Chunk-Guided Q-Learning - Gwanwoo Song, Kwanyoung Park, Youngwoon Lee 4. Contrastive Flow Map Matching - Junyu Zhang, Daochang Liu, Younghyun Kim, Jong Hwan Ko, Shichao Zhang, Chang Xu, Eunbyung Park 5. Dependency-Aware Parallel Decoding via Attention for Diffusion LLMs - Bumjun Kim*, Dongjae Jeon*, Moongyu Jeon, and Albert No 6. dgMARK: Decoding-Guided Watermarking for Diffusion Language Models - Pyo Min Hong and Albert No 7. EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied Agents - Dongwook Choi, Taeyoon Kwon, Bogyung Jeong, Minju Kim, Yeonjun Hwang, Hyojun Kim, Byungchul Kim, Young Kyun Jang, Jinyoung Yeo 8. Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs - Wenzhi Fang, Dong-Jun Han, Liangqi Yuan, Seyyedali Hosseinalipour, Christopher G. Brinton 9. Global Geometry Is Not Enough for Vision Representations - Jiwan Chung, Seon Joo Kim 10. LeakGFN: Robust Molecular Generation in Generative Flow Networks via Flow Decomposition - Hwanhee Kim, Seungyeon Choi, Sanghyun Park 11. Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models - Sujung Hong, Chanyong Yoon, Seong Jae Hwang 12. On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length - Sunghwan Kim, Junhee Cho, Beong-woo Kwak, Taeyoon Kwon, Liang Wang, Nan Yang, Xingxing Zhang, Furu Wei, Jinyoung Yeo 13. Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History - Serin Kim, Sangam Lee, Dongha Lee 14. Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them - Woojung Han, Seil Kang, Youngjun Jun, Min-Hung Chen, Fu-En Yang, Seong Jae Hwang 15. Preserve-Then-Quantize: Balancing Rank Budgets for Quantization Error Reconstruction in LLMs - Yoonjun Cho*, Dongjae Jeon*, Soeun Kim, Moongyu Jeon, and Albert No Image Source: ICML Official Website (https://icml.cc)
- 첨단컴퓨팅학부 2026.05.27
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26
- CHI 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors 1. Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring - Yunfan Zhou, Qiming Shi, Zhongsu Luo, Xiwen Cai, Yanwei Huang, Dae Hyun Kim, Di Weng, Yingcai Wu 2. Challenges in Synchronous & Remote Collaboration Around Visualization - Matthew Brehmer, Maxime Cordeil, Christophe Hurter, Takayuki Itoh, Wolfgang Büschel, Mahmood Jasim, Arnaud Prouzeau, David Saffo, Lyn Bartram, Sheelagh Carpendale, Chen Zhu-Tian, Andrew Cunningham, Tim Dwyer, Samuel Huron, Masahiko Itoh, Alark Joshi, Kiyoshi Kiyokawa, Hideaki Kuzuoka, Bongshin Lee, Gabriela Molina León, Harald Reiterer, Bektur Ryskeldiev, Jonathan Schwabish, Brian A. Smith. Yasuyuki Sumi, Ryo Suzuki, Anthony Tang, Yalong Yang, and Jian Zhao 3. Data-Prompt Co-Evolution: Growing Test Sets to Refine LLM Behavior - Minjae Lee and Minsuk Kahng 4. "Do I Really Need This?": Illuminating Challenges in Integrating Computational Training Tools in Esports Coaching - Erica Kleinman, Seonho Kim, Soomin Kim, Hanbyeol Lee, Jonghyun Kim, Donghyeon Kang, Sangbeom Park, Casper Harteveld, Byungjoo Lee* 5. DiaryPlay: AI-Assisted Creation of Interactive Story Vignettes for Everyday Storytelling - Jiangnan Xu, Haeseul Cha, Gosu Choi, Gyu-cheol Lee, Yeo-Jin Yoon, Zucheul Lee, Konstantinos Papangelis, Dae Hyun Kim*, Juho Kim* 6. HyPockeTuner: Bringing Hyperparameter Optimization to Mobile Devices - Donghee Hong, Bongshin Lee, Jinwook Seo, and Jaemin Jo 7. Simulating Human Audiovisual Search Behavior - Hyunsung Cho, Xuejing Luo, Byungjoo Lee, David Lindlbauer, Antti Oulasvirta 8. Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation - Aeree Cho, Grace C. Kim, Alexander Karpekov, Seongmin Lee, Alec Helbling, Benjamin Hoover, Zijie J. Wang, Minsuk Kahng*, and Duen Horng Chau* 9. Understanding Spatiotemporal-Aware Multimodal Conversational Search in the Outdoor Urban Space - Jiangnan Xu, Suyeon Seo, Joni Salminen, Michael Saker, Joongi Shin, Alan Chamberlain, Konstantinos Papangelis, Dae Hyun Kim 10. Unpacking Visual Metaphors in Infographics: A Design Space - Yukai Guo, Lanxi Xiao, Xinhuan Shu, Qiong Wu, Bongshin Lee, and Shixia Liu Image Source: CHI Official Website (https://chi2026.acm.org)
- 첨단컴퓨팅학부 2026.03.23
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25
- CVPR 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Main) 1. Anchoring and Rescaling Attention for Semantically Coherent Inbetweening - Tae Eun Choi*, Sumin Shim*, Junhyeok Kim, Seong Jae Hwang 2. FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics - Taejin Jeong*, Joohyeok Kim*, Jinyeong Kim, Chanyoung Kim, Seong Jae Hwang 3. iLRM: An Iterative Large 3D Reconstruction Model - Gyeongjin Kang, Seungtae Nam, Xiangyu Sun, Sameh Khamis, Abdelrahman Mohamed, Eunbyung Park 4. Interpretable Motion Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion Transformers - Youngjun Jun, Seil Kang, Woojung Han, Seong Jae Hwang 5. Learning Personalized Photographic Style from Pairwise User Preferences - Jinwoo Kim, Jihye Yoo, Seon Joo Kim 6. Multi-view Pyramid Transformer: Look Coarser to See Broader - Gyeongjin Kang*, Seungkwon Yang*, Seungtae Nam, Younggeun Lee, Jungwoo Kim, Eunbyung Park 7. PEdit: Pareto-Guided Image Editing via Dynamic Latent Trajectory Control - Sooyeon Park*, Jaeil Park, Sung-Bae Cho 8. Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images - Xiangyu Sun, Haoyi Jiang, Liu Liu, Seungtae Nam, Gyeongjin Kang, Xinjie Wang, Wei Sui, Zhizhong Su, Wenyu Liu, Xinggang Wang, Eunbyung Park 9. Unsupervised Monocular 3D Keypoint Discovery from Multi-View Diffusion Priors - Subin Jeon, In Cho, Junyoung Hong, Woong Oh Cho, Seon Joo Kim 10. ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting - Yeonkyung Lee*, Dayun Ju*, Youngmin Kim, Seil Kang, Seong Jae Hwang (Findings) 1. Memorization In Stable Diffusion Is Unexpectedly Driven by CLIP Embeddings - BumJun Kim, Albert No Image Source: CVPR Official Website (https://cvpr.thecvf.com)
- 첨단컴퓨팅학부 2026.03.23
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24
- ICLR 2026 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors 1. A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models - Wonje Jeung*, Sangyeon Yoon*, Yoonjun Cho, Dongjae Jeon, Sangwoo Shin, Hyesoo Hong, and Albert No 2. Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges - Hamin Koo, Minseon Kim, and Jaehyung Kim 3. CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction - Jisu Shin, Richard Shaw, Seunghyun Shin, Zhensong Zhang, Hae-Gon Jeon* and Eduardo Pérez-Pellitero* 4. CompMarkGS: Robust Watermarking for Compression 3D Gaussian Splatting - Sumin In, Youngdong Jang, Utae Jeong, MinHyuk Jang, Hyeongcheol Park, Eunbyung Park, Sangpil Kim 5. Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation - Su Ho Han, Jeongseok Hyun, Pilhyeon Lee, Minho Shim, Dongyoon Wee, Seon Joo Kim 6. Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization - Taeyoon Kwon*, Dongwook Choi*, Hyojun Kim, Sunghwan Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, Jinyoung Yeo 7. Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection - Minjae Kang and Jaehyung Kim 8. Hierarchical Prototype Learning for Semantic Segmentation - Seoha Lim*, Jinmyeong Kim*, Jieun Kim, Sung-Bae Cho 9. Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models - Wonjeong Choi, Sejong Ryu, Jungmoon Lee, Dong-Jun Han*, Jaekyun Moon 10. Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening - Wooseok Jeon, Seunghyun Shin, Dongmin Shin and Hae-Gon Jeon 11. Multi-Feature Quantized Self-Attention for Fair Large Language Models - Jaeil Park and Sung-Bae Cho 12. Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models - Lujain Ibrahim, Canfer Akbulut, Rasmi Elasmar, Charvi Rastogi, Minsuk Kahng, Meredith Ringel Morris, Kevin R. McKee, Verena Rieser, Murray Shanahan, and Laura Weidinger 13. Partially Equivariant Reinforcement Learning in Symmetry-Breaking Environments - Junwoo Chang, Minwoo Park, Joohwan Seo, Roberto Horowitz, Jongmin Lee*, Jongeun Choi* 14. Prior-based Noisy Text Data Filtering: Fast and Strong Alternative for Perplexity - Youngbin Seo, Gayoung Kim, Jaehyung Kim*, and Jinyoung Yeo* 15. Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs - Bumjun Kim*, Dongjae Jeon*, Dueun Kim*, Wonje Jeung, and Albert No 16. Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures - Sangyeon Yoon, Hyesoo Hong, Wonje Jeung, and Albert No 17. RPM: Reasoning-Level Personalization for Black-Box Large Language Models - Jieyong Kim*, Tongyoung Kim*, Soojin Yoon, Jaehyung Kim, and Dongha Lee 18. Scalable Offline Model-Based RL with Action Chunks - Kwanyoung Park, Seohong Park, Youngwoon Lee, Sergey Levine 19. TiTok: Transfer Token-level Knowledge via Contrastive Excess to Transplant LoRA - Chanjoo Jung and Jaehyung Kim 20. TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models - Hokyun Im, Euijin Jeong, Andrey Kolobov, Jianlong Fu, Youngwoon Lee 21. Video Scene Segmentation with Genre and Duration Signals - Jungu Cho, Seong Jong Ha and Hae-Gon Jeon Image Source: ICLR Official Website (https://iclr.cc)
- 첨단컴퓨팅학부 2026.03.23
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23
- NeurIPS 2025 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors (Spotlight) 1. Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning - Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo* 2. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents - Hyungjoo Chae, Sunghwan Kim, Junhee Cho, Seungone Kim, Seungjun Moon, Gyeom Hwangbo , Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, Jinyoung Yeo* 1. Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration - Seungyeon Choi, Hwanhee Kim, Chihyun Park, Dahyeon Lee, Seungyong Lee, Yoonju Kim, Hyoungjoon Park, Sein Kwon, Youngwan Jo, Sanghyun Park* 2. FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning - Woosung Kim, Jinho Lee, Jongmin Lee*, Byung-Jun Lee* 3. Improved Algorithms for Overlapping and Robust Clustering of Edge-Colored Hypergraphs: An LP-Based Combinatorial Approach - Changyeol Lee, Yongho Shin, Hyung-Chan An 4. Information-Theoretic Discrete Diffusion - Moongyu Jeon, Sangwoo Shin, Dongjae Jeon, Albert No 5. Interpreting vision transformers via residual replacement model - Jinyeong Kim*, Junhyeok Kim*, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang 6. Optimized Minimal 3D Gaussian Splatting - Joo Chan Lee, Jong Hwan Ko*, Eunbyung Park* 7. Rare Text Semantics Were Always There in Your Diffusion Transformer - Seil Kang*, Woojung Han*, Dayun Ju, Seong Jae Hwang 8. Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics - Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim*, Younggyo Seo* 9. SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment - Wonje Jeung, Sangyeon Yoon, Minsuk Kahng*, Albert No* 10. VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory - Young-Jae Park, Minseok Seo and Hae-Gon Jeon For more details, visit the NeurIPS official website https://neurips.cc
- 첨단컴퓨팅학부 2025.10.10
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22
- EMNLP 2025 Paper Presentations - Yonsei University School of Computing
- ✍️ Paper Titles & Authors 1. AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection - Yejin Lee, Joonghyuk Hahn, Hyeseon Ahn and Yo-Sub Han 2. Can Large Language Models be Effective Online Opinion Miners? - Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee 3. Improving Chemical Understanding of LLMs via SMILES Parsing - Yunhui Jang, Jaehyung Kim, Sungsoo Ahn 4. Mondrian: A Framework for Logical Abstract (Re)Structuring - Elizabeth Grace Orwig, Shinwoo Park, Hyundong Jin and Yo-Sub Han 5. Personalized Language Models via Privacy-Preserving Evolutionary Model Merging - Kyuyoung Kim, Jinwoo Shin, Jaehyung Kim 6. Personalized LLM Decoding via Contrasting Personal Preference - Hyungjune Bu*, Chanjoo Jung*, Minjae Kang, Jaehyung Kim 7. R-TOFU: Unlearning in Large Reasoning Models - Sangyeon Yoon, Wonje Jeung, Albert No 8. SEPS: A Separability Measure for Robust Unlearning in LLMs - Wonje Jeung*, Sangyeon Yoon*, Albert No (Findings) 1. LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences - Liangqi Yuan, Dong-Jun Han, Christopher Brinton, and Sabine Brunswicker 2. Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching - Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee 3. CodeComplex: Dataset for Worst-Case Time Complexity Prediction - SeungYeop Baik, Joonghyuk Hahn, Jungin Kim, Aditi, Mingi Jeon, Yo-Sub Han and Sang-Ki Ko 4. How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code - Seonghyeon Lee, Heejae Chon, Joonwon Jang, Dongha Lee*, Hwanjo Yu* 5. PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents - Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang, Minseok Kang, Iiseo Jihn, Gayoung Kim, Minju Kim, Jinyoung Yeo* 6. Stop Playing the Guessing Game! Target-Free User Simulation for Evaluating Conversational Recommender Systems - Sunghwan Kim*, Kwangwook Seo*, Tongyoung Kim*, Jinyoung Yeo, Dongha Lee 7. ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions - Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, Jinyoung Yeo* 8. Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action - Tongyoung Kim*, Jeongeun Lee*, Soojin Yoon, Seonghwan Kim, Dongha Lee 9. TrapDoc: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents - Hyundong Jin, Sicheol Sung, Shinwoo Park, SeungYeop Baik and Yo-Sub Han For more details, visit the EMNLP 2025 homepage https://2025.emnlp.or
- 첨단컴퓨팅학부 2025.10.10