CY
Chang D. Yoo
cs.CVcs.LGcs.AIcs.CLeess.AScs.ROcs.SDstat.MLdeep learningeess.IV
On Valency
published · living versionsW_k2zhmf35·v1 · currentpublished
Progress-Guided Preference Generation for Aligning Generative Control Policies
with Tung M. Luu, Tri Ton, Duc M. Nguyen, Xuan Thanh Nguyen +6
1 version
Preprints & journals
130 papers in the corpus · 2012–2026Progress-Guided Preference Generation for Aligning Generative Control Policies2610.25692v1 · Tung M. Luu, Tri Ton, Duc M. Nguyen et al.2026 · 0 citationsarXivon Valency
Compositional Average Velocity Modeling for Efficient Diffusion Offline Reinforcement Learning2610.14941v1 · Thanh Nguyen, Abu Hanif Muhammad Syarubany, Hwanhee Kim et al.2026 · 0 citationsarXiv
Metric-Driven Reinforcement Learning for Object Hallucination Reduction in LVLM-Based Image Captioning2610.14976v1 · Thanh Nguyen, Hee Suk Yoon, Tung Minh Luu et al.2026 · 0 citationsT. Nguyen, H. S. Yoon, T. M. Luu, E. Yoon and C. D. Yoo, "Metric-Driven Reinforcement Learning for Object Hallucination Reduction in LVLM-Based Image Captioning," in IEEE Access, vol. 14, pp. 125177-125195, 2026
Event-Driven Refresh and Recurrence Memory to Reduce Stale Grounding in Referring Video Object Segmentation2609.38758v1 · Abu Hanif Muhammad Syarubany, Jaehyun Jang, Siwoo Lim et al.2026 · 0 citationsarXiv
Locomotion-Grounded Humanoid Soccer: Task-Gated Reinforcement Learning of a Multi-Directional Kicking Library2609.38852v1 · Abu Hanif Muhammad Syarubany, Jaehyun Jang, Hwanhee Kim et al.2026 · 0 citationsarXiv
EquivDP3: A SIM(3)-Invariant Point-Cloud Encoder for Data-Efficient Humanoid Loco-Manipulation2609.36575v1 · Abu Hanif Muhammad Syarubany, Chang D. Yoo2026 · 0 citationsarXiv
When to Evict, Not What to Keep: Draft-Guided Eviction for Training-Free KV-Cache Compression2609.33334v2 · Haeyong Kang, Chang D. Yoo2026 · 0 citationsarXiv
Budgeted Cache Repair for Cross-Context KV-Cache Reuse2610.02233v2 · Haeyong Kang, Chang D. Yoo2026 · 0 citationsarXiv
Learning New Words from Unlabeled Test Data in Automatic Speech Recognition2609.28877v1 · Mengqi Wang, Mark A. Hasegawa-Johnson, Haolong Zheng et al.2026 · 0 citationsarXiv
SenseFuse: Label-Free Fusion of Image and Shape Encoders for Open-Vocabulary 3D Instance Segmentation2609.20475v1 · Euiseok Han, Tri Ton, Hwanhee Kim et al.2026 · 0 citationsarXiv
Action- and Language-Conditioned Video Assessment for Embodied Control.42655356 · Kim, Hwanhee, Jang, Jaehyun, Cha, Seungmin et al.2026 · 0 citationsSensors (Basel, Switzerland). 2026;26(16)
TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization2607.14927v1 · Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo et al.2026 · 0 citationsarXiv
InSpace: Structure-Aware 3D Indoor Scene Generation from a Single 360{\deg} Image2607.03990v1 · Gwanhyeong Koo, Hyunsu Kim, Youngji Kim et al.2026 · 0 citationsarXiv
SPECSIA: Stylization Dataset for Novel-View Enhancement in Drawing-based 3D Animation2607.00525v1 · Kyuwon Kim, Sunjae Yoon, Chang D. Yoo2026 · 0 citationsarXiv
GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting2607.00595v2 · Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo et al.2026 · 0 citationsarXiv
Token-level Response-visual Attention Guidance for Multimodal LLMs Knowledge Distillation2607.02593v1 · Jaehyun Jang, Eunseop Yoon, Hee Suk Yoon et al.2026 · 0 citationsarXiv
Transcript-Free Flow-Matching Text-to-Speech via Speech Feature Conditioning2606.20266v1 · SooHwan Eom, Hee Suk Yoon, Eunseop Yoon et al.2026 · 0 citationsarXiv
Video-Based Optimal Transport for Feedback-Efficient Offline Preference-Based Reinforcement Learning2606.16856v1 · Tung M. Luu, Hwanhee Kim, Younghwan Lee et al.2026 · 0 citationsarXiv
Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning2606.10613v1 · Thanh Nguyen, Tri Ton, Hongbin Choe et al.2026 · 0 citationsICML 2026
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM2606.04719v1 · SooHwan Eom, Jay Shim, Gwanhyeong Koo et al.2026 · 0 citationsarXiv
SiamCTC: Learning Speech Representations through Monotonic Temporal Alignment2606.02220v2 · SooHwan Eom, Mark Hasegawa-Johnson, Chang D. Yoo2026 · 0 citationsarXiv
SALSA: Speech Aware LLM Adaptation via Learned Steering Activation Vectors2606.00460v1 · Yekaterina Yegorova, Argyrios Gerogiannis, Haolong Zheng et al.2026 · 0 citationsarXiv
Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding2606.00564v1 · Hee Suk Yoon, Eunseop Yoon, Jaehyun Jang et al.2026 · 0 citationsarXiv
PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning2605.13467v1 · Hee Suk Yoon, Eunseop Yoon, Ji Woo Hong et al.2026 · 0 citationsarXiv
Something from Nothing: Data Augmentation for Robust Severity Level Estimation of Dysarthric Speech2603.15988v3 · Jaesung Bae, Xiuwen Zheng, Minje Kim et al.2026 · 0 citationsarXiv
High-Fidelity Text-to-Image Generation from Pre-Trained Vision-Language Models via Distribution-Conditioned Diffusion Decoding2603.13389v1 · Ji Woo Hong, Hee Suk Yoon, Gwanhyeong Koo et al.2026 · 0 citationsarXiv
A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers2602.21596v1 · Trung X. Pham, Kang Zhang, Ji Woo Hong et al.2026 · 0 citationsarXiv
Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement Learning2602.19917v1 · Thanh Nguyen, Tung Luu, Tri Ton et al.2026 · 1 citationIEEE Access, vol. 12, pp. 100972-100982, 2024
Towards Robust Dysarthric Speech Recognition: LLM-Agent Post-ASR Correction Beyond WER2601.21347v1 · Xiuwen Zheng, Sixun Dong, Bornali Phukon et al.2026 · 0 citationsarXiv
Mixtures of SubExperts for Large Language Continual Learning2511.06237v2 · Haeyong Kang, Hee Suk Yoon, Dahua Feng et al.2025 · 0 citationsarXiv
PACR: Progressively Ascending Confidence Reward for LLM Reasoning2510.22255v1 · Eunseop Yoon, Hee Suk Yoon, Jaehyun Jang et al.2025 · 0 citationsarXiv
Publisher Correction: Wearable blood pressure sensors for cardiovascular monitoring and machine learning algorithms for blood pressure estimation.40615731 · Min, Seongwook, An, Jaehun, Lee, Jae Hee et al.2026 · 7 citationsNature reviews. Cardiology. 2025;22(9):693
Occlusion-robust Stylization for Drawing-based 3D Animation2508.00398v1 · Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee et al.2025 · 0 citationsarXiv
Policy Learning from Large Vision-Language Model Feedback without Reward Modeling2507.23391v1 · Tung M. Luu, Donghoon Lee, Younghwan Lee et al.2025 · 2 citationsarXiv
The Interspeech 2025 Speech Accessibility Project Challenge2507.22047v1 · Xiuwen Zheng, Bornali Phukon, Jonghwan Na et al.2025 · 1 citationarXiv
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields2507.08285v1 · Gwanhyeong Koo, Sunjae Yoon, Younghwan Lee et al.2025 · 0 citationsarXiv
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models2507.04976v1 · Eunseop Yoon, Hee Suk Yoon, Mark A. Hasegawa-Johnson et al.2025 · 0 citationsarXiv
PentaRAG: Large-Scale Intelligent Knowledge Retrieval for Enterprise LLM Applications2506.21593v1 · Abu Hanif Muhammad Syarubany, Chang Dong Yoo2025 · 0 citationsarXiv
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models2506.12822v1 · Tung Minh Luu, Younghwan Lee, Donghoon Lee et al.2025 · 0 citationsarXiv
ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization2506.08712v2 · Hee Suk Yoon, Eunseop Yoon, Mark Hasegawa-Johnson et al.2025 · 0 citationsarXiv
Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation2505.11221v1 · Donghoon Lee, Tung M. Luu, Younghwan Lee et al.2025 · 1 citationICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis2504.05684v3 · Tri Ton, Ji Woo Hong, Chang D. Yoo2025 · 1 citationarXiv
Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning2504.08772v1 · Younghwan Lee, Tung M. Luu, Donghoon Lee et al.2025 · 2 citationsarXiv
ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On2503.20418v2 · Ji Woo Hong, Tri Ton, Trung X. Pham et al.2025 · 5 citationsarXiv
Wearable blood pressure sensors for cardiovascular monitoring and machine learning algorithms for blood pressure estimation.39966649 · Min, Seongwook, An, Jaehun, Lee, Jae Hee et al.2025 · 115 citationsNature reviews. Cardiology. 2025;22(9):629-648
E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization2502.09164v1 · Trung X. Pham, Zhang Kang, Ji Woo Hong et al.2025 · 0 citationsarXiv
DriVLM: Domain Adaptation of Vision-Language Models in Autonomous Driving2501.05081v1 · Xuran Zheng, Chang D. Yoo2025 · 1 citationarXiv
Continual Learning: Forget-free Winning Subnetworks for Video Representations.40030645 · Kang, Haeyong, Yoon, Jaehong, Hwang, Sung Ju et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;PP
Soft-TransFormers for Continual Learning2411.16073v4 · Haeyong Kang, Chang D. Yoo2024 · 0 citationsarXiv
Physics Informed Distillation for Diffusion Models2411.08378v1 · Joshua Tian Jin Tee, Kang Zhang, Hee Suk Yoon et al.2024 · 1 citationarXiv
Career total: 339 works. 130 are in this corpus.Showing the 50 most recent.
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