Yan Zhang

SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval ACL 2026 LiGen: Active Lipid Generation via a Molecular Language Model ACL 2026 Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ACL 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments AAAI 2026 SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026 Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow AAAI 2026 UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment AAAI 2026 A Theory for Conditional Generative Modeling on Multiple Data Sources ICML 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution AAAI 2025 Feature Denoising Diffusion Model for Blind Image Quality Assessment AAAI 2025 Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ACL 2025 Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025 M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025 CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025 Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025 Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding ACL 2025 FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025 Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning CVPR 2025 SerialGen: Personalized Image Generation by First Standardization Then Personalization CVPR 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025 DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025 Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025 ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025 MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025 ESCNet:Edge-Semantic Collaborative Network for Camouflaged Object Detection ICCV 2025 Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models ICCV 2025 PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning ICCV 2025 ProtPainter: Draw or Drag Protein via Topology-guided Diffusion ICLR 2025 SysBench: Can LLMs Follow System Message? ICLR 2025 Improving Equivariant Networks with Probabilistic Symmetry Breaking ICLR 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025 SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025 Towards Micro-Action Recognition with Limited Annotations: An Asynchronous Pseudo Labeling and Training Approach IJCAI 2025 DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025 Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MICCAI 2025 Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction NAACL 2025 TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024 DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024 Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level EMNLP 2024 CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024 Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024 Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024 Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation MIDL 2024 EgoGen: An Egocentric Synthetic Data Generator CVPR 2024 Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024 UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024 Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories CVPR 2024 RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024 CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024 Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning AAAI 2024 Object centric architectures enable efficient causal representation learning ICLR 2024 DiffAIL: Diffusion Adversarial Imitation Learning AAAI 2024 Improved Generalization of Weight Space Networks via Augmentations ICML 2024 Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment ICML 2024 Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity ICML 2024 Unsupervised Concept Discovery Mitigates Spurious Correlations ICML 2024 FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis INTERSPEECH 2024 LiDAR-Net: A Real-scanned 3D Point Cloud Dataset for Indoor Scenes CVPR 2024 RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification NIPS 2024 Graph Neural Networks for Learning Equivariant Representations of Neural Networks ICLR 2024 Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives CVPR 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023 Data-Efficient Image Quality Assessment with Attention-Panel Decoder AAAI 2023 Synthesizing Diverse Human Motions in 3D Indoor Scenes ICCV 2023 Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views ICCV 2023 Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments NIPS 2023 CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023 History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023 Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023 Allies: Prompting Large Language Model with Beam Search EMNLP 2023 How Well Do Text Embedding Models Understand Syntax? EMNLP 2023 Unlocking Slot Attention by Changing Optimal Transport Costs ICML 2023 Equivariance with Learned Canonicalization Functions ICML 2023 The Wanderings of Odysseus in 3D Scenes CVPR 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning INTERSPEECH 2022 EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices ECCV 2022 SAGA: Stochastic Whole-Body Grasping with Contact ECCV 2022 Compositional Human-Scene Interaction Synthesis with Semantic Control ECCV 2022 Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation ECCV 2022 Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022 Contrastive latent variable models for neural text generation UAI 2022 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022 Neural Enhanced Dynamic Message Passing AISTATS 2022 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL INTERSPEECH 2022 Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021 ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021 Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021 DynaEval: Unifying Turn and Dialogue Level Evaluation ACL 2021 Bootstrapped Unsupervised Sentence Representation Learning ACL 2021 Revisiting Self-training for Few-shot Learning of Language Model EMNLP 2021 Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ICCV 2021 Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021 Learning Motion Priors for 4D Human Body Capture in 3D Scenes ICCV 2021 We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021 Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021 LEAP: Learning Articulated Occupancy of People CVPR 2021 DynaEval: Unifying Turn and Dialogue Level Evaluation IJCNLP 2021 Better Set Representations For Relational Reasoning NIPS 2020 “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020 Disentangle-based Continual Graph Representation Learning EMNLP 2020 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020 An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 Model-theoretic Characterizations of Existential Rule Languages IJCAI 2020 Generating 3D People in Scenes Without People CVPR 2020 ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020 Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior AAAI 2020 SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints AAAI 2020 Towards Universal Languages for Tractable Ontology Mediated Query Answering AAAI 2020 Non-Parallel Many-to-Many Voice Conversion with PSR-StarGAN INTERSPEECH 2020 FSPool: Learning Set Representations with Featurewise Sort Pooling ICLR 2020 Learning Representations of Sets through Optimized Permutations ICLR 2019 Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019 EA Reader: Enhance Attentive Reader for Cloze-Style Question Answering via Multi-Space Context Fusion AAAI 2019 Deep Set Prediction Networks NIPS 2019 Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019 PartNet: A Recursive Part Decomposition Network for Fine-Grained and Hierarchical Shape Segmentation CVPR 2019 Visualization of Convolutional Neural Networks for Monocular Depth Estimation ICCV 2019 Feature Quantization for Defending Against Distortion of Images CVPR 2018 Learning to Count Objects in Natural Images for Visual Question Answering ICLR 2018 Truncating Wide Networks Using Binary Tree Architectures ICCV 2017 Expressive Completeness of Existential Rule Languages for Ontology-Based Query Answering IJCAI 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 User Based Aggregation for Biterm Topic Model IJCNLP 2015 User Based Aggregation for Biterm Topic Model ACL 2015 Tailor knowledge graph for query understanding: linking intent topics by propagation EMNLP 2014 Definability of Horn Revision from Horn Contraction IJCAI 2013 First-Order Expressibility and Boundedness of Disjunctive Logic Programs IJCAI 2013 Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction EMNLP 2013 Combining Syntactic and Semantic Features by SVM for Unrestricted Coreference Resolution CONLL 2011 Timeline Generation through Evolutionary Trans-Temporal Summarization EMNLP 2011 Corpus-oriented Acquisition of Chinese Grammar IJCNLP 2005 Chinese Syntactic Parsing Based on Extended GLR Parsing Algorithm with PCFG* COLING 2002