Good Papers

Showing papers from POSTECH Show all papers

67%Highly rated
?Highly ratedVote to see the score
NeurIPS 2026Pohang University of Science andGwangju Institute of Science andPOSTECHPrivacy

I2V-DETACH: Source Grounding Detachment for Unauthorized Image-to-Video Generation

Chanhui Lee, Yeonghwan Song, Yewon Kang, Jeany Son

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

– ReadersNo votes yet
2/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 2 of 20 reviewers recommend it
lenient 2/5
medium 0/10
strict 0/5
57%Worth a look
?Worth a lookVote to see the score
NeurIPS 2026OralChung-AngPOSTECHKonkuk3D vision & reconstruction

Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery

Yunchan Jeon, SOO GON KIM, Seungwook Kim, CheolWon Lee and 1 more

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

– ReadersNo votes yet
1/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026Qualcomm Inc, QualCommRLWRLD Inc.InriaPOSTECHPose & motion

Exploring Multi-Order Self-Similarity for Motion Understanding

Manjin Kim, Heeseung Kwon, Karteek Alahari, Minsu Cho

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
57%Worth a look
?Worth a lookVote to see the score
NeurIPS 2026KAISTPOSTECHUnified multimodal models

Latent Reasoning in Continuous Space for Unified Multimodal Models

Byungwoo Jeon, Yoonwoo Jeong, Hyunseok Lee, Minsu Cho and 1 more

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

– ReadersNo votes yet
1/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026POSTECHPose & motion

Distributional Estimation of 3D Object Orientation

Minjoon Kim, Chunghyun Park, Minsu Cho

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026Pohang University of Science andPOSTECHENPC / IP ParisVideo understanding

Long-Term Composition of Human-Object Interactions

Dayoung Gong, Minsu Cho, Gul Varol

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
57%Worth a look
?Worth a lookVote to see the score
NeurIPS 2026State University of New York at National Institutes of HealthPOSTECHUniversity at Buffalo, SUNYGraph generation

MAGNET: Manifold-Aware Graph Diffusion Network for Connectome Generation

Protyay Dey, Ayush Roy, Hyuna Cho, Won Hwa Kim and 1 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

– ReadersNo votes yet
1/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026POSTECHPohang University of Science andAustralian NationalGraph neural networks

Transductive Generalization for GNNs via Optimal Transport

MoonJeong Park, Seungbeom Lee, Kyungmin Kim, Jaeseung Heo and 4 more

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026OralPohang University of Science andPOSTECHOracleWeb & GUI agents

Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries

Junhyuk Kwon, Seungjoon Lee, Hyejin Park, Kyle Min and 1 more

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
57%Worth a look
?Worth a lookVote to see the score
NeurIPS 2026POSTECHDiffusion models

Analyzing Learning-Dynamics Across Loss and Prediction Choices for Diffusion Models

Dongwoo Kim

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

– ReadersNo votes yet
1/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026POSTECHYonseiPusan NationalAI policy & governance

Standardization of Post-Publication Code Verification is Possible with the Support of the Community

Susana López-Moreno, Eric R Dolores-Cuenca, Sangil Kim

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026POSTECHChung-AngDiffusion models

ProxySearch: Decoupled Inference-Time Scaling for Diffusion Models via Asymmetric Noise-Rank Transfer

Seungwook Kim, Jongmin Lee

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026Seoul NationalPohang University of Science andPOSTECHMachine unlearning

Generalized Influence Functions for Better Model Change Estimates

Hyeonsu Lyu, Jonggyu Jang, Sehyun Ryu, Hyun Jong Yang

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

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026U ArizonaPOSTECHBandits & online learning

$\epsilon$-Good Action Identification in Fixed-Budget Monte Carlo Tree Search

Yinan Li, Ngo Tuan Nguyen, Kwang-Sung Jun

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
86%Must read
?Must readVote to see the score
NeurIPS 2026POSTECHAmazonFairness & bias

Stay Fair! Ensuring Group Fairness in Diffusion Models Across Guidance Scales

StayFair decomposes diffusion bias into model and guidance components, deriving a guidance-scale-invariant fairness condition and algorithms that maintain group fairness across all guidance scales without quality loss.

Myeongsoo Kim, Eunji Kim, Minwoo Chae, Sangwoo Mo

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

– ReadersNo votes yet
14/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5
91%Must read
?Must readVote to see the score
NeurIPS 2026POSTECHSamsung SDSPohang University of Science andJailbreaks & red teaming

MJ: Multi-turn LLM Jailbreaking via Decomposed Credit Assignment

DC-GRPO assigns turn-level group-relative credit in multi-turn LLM jailbreaking, achieving over 97% attack success and outperforming prior methods.

Junyoung Park, Namgyu Park, Sechan Lee, Yoon-Chan Jhi and 2 more

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

– ReadersNo votes yet
17/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 17 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 2/5
83%Must read
?Must readVote to see the score
NeurIPS 2026POSTECHPohang University of Science andUncertainty & calibration

Online Conformal Abstention for Factuality Control Under Adversarial Bandit Feedback

ExAUL provides online conformal abstention under adversarial bandit feedback with O(sqrt(T)) FDR control via feedback unlocking and a regret-to-FDR conversion lemma.

Minjae Lee, Yoonjae Jung, Sangdon Park

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

– ReadersNo votes yet
13/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 3/5
76%Highly rated
?Highly ratedVote to see the score
NeurIPS 2026Pohang University of Science andU UlsanSungkyunkwanPOSTECHPruning & sparsity

Spectral-Aligned Pruning for Universal Error-Correcting Code Transformers

Spectral-Aligned Pruning uses code graph eigenvalues to retrieve reusable structured pruning masks for universal error-correcting transformers, recovering accuracy via LoRA adapters to cut computation and memory.

Sanghyeon Cho, Taewoo Park, Seong-Joon Park, Dae-Young Yun and 3 more

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

– ReadersNo votes yet
10/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 10 of 20 reviewers recommend it
lenient 3/5
medium 7/10
strict 0/5
74%Highly rated
?Highly ratedVote to see the score
NeurIPS 2026Korea Advanced Institute of SciePohang University of Science andPOSTECHVision-language models

Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning

ToMA uses persistent homology to align cross-modal manifold edges via image-text pairs, improving semi-supervised vision-language learning in specialized domains.

Junwon You, Mihyun Jang, Sangwoo Mo, Jae-Hun Jung

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

– ReadersNo votes yet
9/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 9 of 20 reviewers recommend it
lenient 3/5
medium 5/10
strict 1/5
78%Highly rated
?Highly ratedVote to see the score
NeurIPS 2026GISTPOSTECHNVIDIAMultimodal reasoning

Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

A reasoning-prefix masking framework distills think-answer visual reasoning into compact VLMs by masking salient reasoning cues to force visual anchoring, improving multimodal benchmarks over prior distillation methods.

Seonghoon Yu, Dongjun Nam, Byung-Kwan Lee, Jeany Son

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

– ReadersNo votes yet
11/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 0/5
Show 20 more papers