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Showing papers from Korea University Show all papers

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NeurIPS 2026KoreaKAISTParameter-efficient fine-tuning

PRISM: Principal Subspace Alignment for Parameter-Efficient Fine-Tuning

Anh Tong, Kyowoon Lee, Jaesik Choi

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KAISTU Michigan - Ann ArborKoreaLLM agents & planning

Refining Compositional Diffusion for Reliable Long-Horizon Planning

Kyowoon Lee, Yunhao Luo, Anh Tong, Jaesik Choi

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U Illinois at Urbana-ChampaignPediaMed AIU Illinois, Urbana ChampaignU California, BerkeleyGeorgia TechMultimodal reasoning

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions

Junho Kim, Xu Cao, Houze Yang, Bikram Boote and 5 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaKorea UnivPruning & sparsity

ASAP: Attention Sink Anchored Pruning

Jaehyuk Lee, Hanyoung Kim, Yanggee Kim, Donghun Lee

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Koreakorea universityPhysics-informed ML & PDEs

Gauge-Symmetric Dual Lagrangian Frameworks for Born-Oppenheimer Molecular Dynamics

Sungwoo Park, Jongwon Lee, Jiwoong Kim, Hyung-sik Yoon

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaBiosignals & wearables

Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling

Kang Yin, Hye-Bin Shin, Seong-Whan Lee

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaParameter-efficient fine-tuning

SaMA: Morpho Adaptation via Asymmetric Expansion of Kronecker Product

An Nguyen, Anh Tong

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaPhysics-informed ML & PDEs

Symplectic Parallel Scan: A Neural Hamiltonian Framework for Accelerated Scientific Simulation

Sungwoo Park

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaHanyangKorea Institute of Industrial TeObject detection

How Complete Should a Reference Be? A Benchmark Audit for Fluorescence Spot Detection

Jiyeong Kong, Pan-Gyun Jeong, Kyung-Tae Kang

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Seoul NationalSamsungKoreaVision-language models

Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models

Junsung Park, Uiwon Hwang, Donghun Kang, Yeongtak Oh and 5 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Korea universityKoreaMixture of experts

MoEZip: Routing-Aware KV Cache Compression for Sparse Mixture-of-Experts LLMs

Minsang Kim, Seung Baek

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaKonkukKnowledge editing

Mitigating Knowledge Conflicts in Retrieval-Augmented Generation via Inference-Time Representation Editing

Dahyun Jung, Jaehyung Seo, Heuiseok Lim

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Koreakorea. universityPruning & sparsity

Generation-Drift-Guided Block Pruning for Large Language Models

ZHIQI HUANG, Heedong Kim, ZHANG LINTONG, Seong-Whan Lee

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Korea Advanced Institute of ScieKAISTKorea Advanced Institute of ScieKoreaKorea Advanced Institute of ScieVideo understanding

HAPACT: A Benchmark For Human-Centric Physical Impact Localization in Movies

Youngrae Kim, Yejin Jang, Eunho Kim, Youjin Sung and 3 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Chung-angLG AI ResearchKoreaTime series forecasting

Safe Active Learning with Future Viability Guarantees in Time-Series Models

Hyeonjun Park, Whiyoung Jung, Deunsol Yoon, Sunghoon Hong and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Seoul NationalVector InstituteKoreaOffline RL

MINT: Meeting-time INdicators for Truncation in Multi-Step Off-Policy RL

Seungyub Han, Taehyun Cho, Dohyeong Kim, Kyungjae Lee and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaChungnam NationalSpatio-temporal forecasting

SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity

Daniel Yoonhwan Lee, Seungwon Shin, Seunghoon Han, Sungsu Lim and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Qualcomm Inc, QualCommKoreaOracleSeoul National University GooglRL for LLMs

Merging RLVR-Trained Experts via Policy-Shift-Guided Spectral Alignment

Geeho Kim, MINSIK CHOI, Kyle Min, Young Geun Kim and 1 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 1 of 20 reviewers recommend it
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NeurIPS 2026KoreaKorea University, Amazon Web SerAmazonVision-language models

V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models

Miso Choi, Daekeun Kim, Eunji Kim, Jungbeom Lee

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KoreaSpeech synthesis

Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural Networks

Aleksandra Wisniewska, Seo-Hyun Lee, Seong-Whan Lee

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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