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Yanyan Wei

7 accepted papers

2026

Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation

CVPR 2026

Predicting enzyme kinetic parameters quantifies how efficiently an enzyme catalyzes a specific substrate under defined biochemical conditions. Canonical parameters such as the turnover number (k_\text cat ), Michaelis constant (K_\text m ), and inhibition constant (K_\text i ) depend jointly on the

Cited by 0SourceScholar
2026

Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy

CVPR 2026

Unsupervised deraining has attracted attention for its ability to learn the real-world distribution of rain without paired supervision. However, the lack of strong constraints makes it difficult for the network to converge, especially with the complex diversity of rain degradation. A key motivation

Cited by 0SourceScholar
2025

Generalizable and Actionable Part Detection and Manipulation with SAM-rectified Segmentation and Iterative Pose Refinement

IROS 2025

The ability to perform cross-category object perception and manipulation is highly desirable in building intelligent robots. One promising approach is to define the concept of Generalizable and Actionable Parts (GAParts), such as buttons and handles, on both seen and unseen object categories. Howeve

Cited by 0SourceScholar
2025

High-Fidelity Stereoscopic Image Rain Removal with Texture Integrity and Disparity Consistency

ICASSP 2025accepted

This paper tackles the challenge of stereoscopic image rain removal by focusing on enhancing texture integrity and disparity consistency. Existing stereoscopic rain removal techniques often fall short due to 1) disruptions in texture coherence caused by complex rain streaks, and 2) inaccuracies in d…

Cited by 0SourceScholar
2025

Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production

AAAI 2025technical

Sign Language Production (SLP) aims to generate semantically consistent sign videos from textual statements, where the conversion from textual glosses to sign poses (G2P) is a crucial step. Existing G2P methods typically treat sign poses as discrete three-dimensional coordinates and directly fit the…

2025

Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition

ICASSP 2025accepted

Speech Emotion Recognition (SER) plays a critical role in enhancing user experience within human-computer interaction. However, existing methods are overwhelmed by temporal domain analysis, overlooking the valuable envelope structures of the frequency domain that are equally important for robust emo…

Cited by 0SourceScholar
2025

Towards Robust Category-level Articulation Pose Estimation via Integrated Differentiable Rendering

ICASSP 2025accepted

Accurate object pose estimation is crucial for embodied intelligence tasks such as manipulation, grasping, and human-robot interaction. However, due to the inherent characteristics of articulated objects, such as kinematic constraints and self-occlusion, pose estimation for articulated objects has r…

Cited by 0SourceScholar