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PHUMA: Physically Reliable Humanoid Locomotion Dataset

PHUMA: Physically Reliable Humanoid Locomotion Dataset

Kyungmin Lee, Sibeen Kim, Youngdo Lee, Minho Park, Hyunseung Kim, Dongyoon Hwang, Donghu Kim, Hojoon Lee, Jaegul Choo

Data-Centric AI CoRL 2026
WHALE: A Simple Recipe for Joint Harness-Weight Optimization

WHALE: A Simple Recipe for Joint Harness-Weight Optimization

Haechan Kim, Yoonho Lee, Gisang Lee, Chelsea Finn, and Kangwook Lee

Language Model arXiv
WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving

WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving

Seungjun Yu, Seonho Lee, Namho Kim, Jaeyo Shin, Junsung Park, Wonjeong Ryu, Raehyuk Jung, Hyunjung Shim

Data-Centric AI EMNLP Findings
KVoiceBench, KOpenAudioBench, and KMMAU: Agent-Driven Korean Speech Benchmarks for Evaluating SpeechLMs

KVoiceBench, KOpenAudioBench, and KMMAU: Agent-Driven Korean Speech Benchmarks for Evaluating SpeechLMs

Haechan Kim, Seungjun Chung, Inkyu Park, Jihoo Lee, Jonghyun Lee

Data-Centric AI EMNLP Findings
Multi-Bin Batching for Increasing LLM Inference Throughput

Multi-Bin Batching for Increasing LLM Inference Throughput

Ozgur Guldogan, Jackson Kunde, Kangwook Lee, Ramtin Pedarsani

Language Model TOMPECS 2026
ACPO: Agent-Chained Policy Optimization for Multi-Agent Reinforcement Learning

ACPO: Agent-Chained Policy Optimization for Multi-Agent Reinforcement Learning

Daiki E. Matsunaga, Junho Na, Tri Wahyu Guntara, Scott Sanner, Pascal Poupart, Jongmin Lee, Kee-Eung Kim

Reinforcement Learning RLC 2026
Vitality-Aware Compression for Efficient Image-to-Shape Diffusion Transformers

Vitality-Aware Compression for Efficient Image-to-Shape Diffusion Transformers

Jaeah Lee*, Hyunjin Kim*, Jaewoong Cho, Gihyun Kwon

Computer Vision ECCV 2026
Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

Jiho Choi*, Seonho Lee*, Seojeong Park, Hyunjung Shim

Reinforcement Learning ECCV 2026
Every Dog Has Its Day, Probably: A Balanced Synthetic Benchmark and Probabilistic Modeling for 3D Dog Pose Estimation

Every Dog Has Its Day, Probably: A Balanced Synthetic Benchmark and Probabilistic Modeling for 3D Dog Pose Estimation

Joo Young Choi*, Wonkwang Lee*, Ju-hyeong Seon, Gunhee Kim

Data-centric AI ECCV 2026
3D HAMSTER: Enabling Robust Manipulation in Hierarchical Vision Language Action Models through 3D Trajectory Guidance

3D HAMSTER: Enabling Robust Manipulation in Hierarchical Vision Language Action Models through 3D Trajectory Guidance

Dongyoon Hwang*, Byung Kun Lee*, Dongjin Kim*, Hyojin Jang, Hoiyeong Jin, Jueun Mun, Minho Park, Hojoon Lee, Hyunseung Kim, Jaegul Choo

Language Model IROS 2026