yuan zhang

Distilling Cross-Modal Knowledge via Feature Disentanglement AAAI 2026 MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation AAAI 2026 QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents ACL 2026 Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective ACL 2026 RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025 A Novel Perspective for Multi-Modal Multi-Label Skin Lesion Classification WACV 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model’s Parameter-Efficient Fine-Tuning ICML 2025 Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025 A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ ICLR 2025 Leave-One-Out Stable Conformal Prediction ICLR 2025 Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures ICLR 2025 DLF: Extreme Image Compression with Dual-generative Latent Fusion ICCV 2025 OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models ICCV 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 Chatbot To Help Patients Understand Their Health EMNLP 2025 MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders CVPR 2025 FreeKD: Knowledge Distillation via Semantic Frequency Prompt CVPR 2024 One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation NIPS 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024 Artemis: Towards Referential Understanding in Complex Videos NIPS 2024 Unveiling the Tapestry of Consistency in Large Vision-Language Models NIPS 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 Enhancing the Power of OOD Detection via Sample-Aware Model Selection CVPR 2024 Cloud-Device Collaborative Learning for Multimodal Large Language Models CVPR 2024 Can Large Language Models Understand Context? EACL 2024 Energy-induced Explicit quantification for Multi-modality MRI fusion ECCV 2024 Open Ad Hoc Teamwork with Cooperative Game Theory ICML 2024 DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification MICCAI 2024 Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization CORL 2023 MARRS: Multimodal Reference Resolution System EMNLP 2023 Masked Distillation with Receptive Tokens ICLR 2023 DVIS: Decoupled Video Instance Segmentation Framework ICCV 2023 Dynamic Snake Convolution Based on Topological Geometric Constraints for Tubular Structure Segmentation ICCV 2023 Knowledge Diffusion for Distillation NIPS 2023 Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction EMNLP 2022 "Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach NIPS 2022 MobRecon: Mobile-Friendly Hand Mesh Reconstruction From Monocular Image CVPR 2022 SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning NIPS 2022 Cross-Scale Vector Quantization for Scalable Neural Speech Coding INTERSPEECH 2022 Cross-Layer Distillation with Semantic Calibration AAAI 2021 Interactive Speech and Noise Modeling for Speech Enhancement AAAI 2021 Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021 Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling IJCAI 2021 Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021 Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021 Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System ICLR 2021 Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020 Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets ECCV 2020 LIT Team’s System Description for Japanese-Chinese Machine Translation Task in IWSLT 2020 ACL 2020 Mapping Natural Language Instructions to Mobile UI Action Sequences ACL 2020 Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020 BlueMemo: Depression Analysis through Twitter Posts IJCAI 2020 FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020 PAWS: Paraphrase Adversaries from Word Scrambling NAACL 2019 Tree Communication Models for Sentiment Analysis ACL 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks AAAI 2019 ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling IJCAI 2019 Large-Scale Representation Learning from Visually Grounded Untranscribed Speech CONLL 2019 PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification EMNLP 2019 PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification IJCNLP 2019 Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World NAACL 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018 Learning Tag Dependencies for Sequence Tagging IJCAI 2018 A Fast, Compact, Accurate Model for Language Identification of Codemixed Text EMNLP 2018 Stack-propagation: Improved Representation Learning for Syntax ACL 2016 Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings NAACL 2016 Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing NAACL 2015 Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing EMNLP 2015 High-Order Low-Rank Tensors for Semantic Role Labeling NAACL 2015 Greed is Good if Randomized: New Inference for Dependency Parsing EMNLP 2014 Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees ACL 2014 Low-Rank Tensors for Scoring Dependency Structures ACL 2014 Transfer Learning for Constituency-Based Grammars ACL 2013 Learning to Map into a Universal POS Tagset EMNLP 2012 Learning to Map into a Universal POS Tagset CONLL 2012