Zhen Yang

How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study ACL 2026 MathSight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning? ACL 2026 Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex KBQA ACL 2026 CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026 TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion AAAI 2026 CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness AAAI 2026 MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning AAAI 2026 Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026 Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention ACL 2026 Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025 Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation AAAI 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds AAAI 2025 ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance AAAI 2025 CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025 Multi-View Multi-Label Classification via View-Label Matching Selection AAAI 2025 Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025 GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 Constructing Your Model’s Value Distinction: Towards LLM Alignment with Anchor Words Tuning EMNLP 2025 Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning EMNLP 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary ICLR 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025 Scaling Laws for Floating–Point Quantization Training ICML 2025 Trustworthy Machine Learning through Data-Specific Indistinguishability ICML 2025 Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank ICML 2025 Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025 Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models NAACL 2025 TriSampler: A Better Negative Sampling Principle for Dense Retrieval AAAI 2024 XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024 Video Frame Interpolation via Direct Synthesis with the Event-based Reference CVPR 2024 FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition CVPR 2024 Object-Aware Inversion and Reassembly for Image Editing ICLR 2024 LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024 FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior ECCV 2024 Common-Individual Semantic Fusion for Multi-View Multi-Label Learning IJCAI 2024 SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting IJCAI 2024 LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders COLING 2024 Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition INTERSPEECH 2024 Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024 Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023 Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023 Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation ICCV 2023 Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ACL 2023 Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022 Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022 WeTS: A Benchmark for Translation Suggestion EMNLP 2022 Findings of the WMT 2022 Shared Task on Translation Suggestion EMNLP 2022 Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization NIPS 2022 EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022 Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media AAAI 2022 Laneformer: Object-Aware Row-Column Transformers for Lane Detection AAAI 2022 TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022 ONCE-3DLanes: Building Monocular 3D Lane Detection CVPR 2022 Bi-GCN: Binary Graph Convolutional Network CVPR 2021 Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021 Active Learning for Lane Detection: A Knowledge Distillation Approach ICCV 2021 Focus on Local: Detecting Lane Marker From Bottom Up via Key Point CVPR 2021 Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020 CSP:Code-Switching Pre-training for Neural Machine Translation EMNLP 2020 Adapting Translation Models for Transcript Disfluency Detection AAAI 2019 Semi-Supervised Disfluency Detection COLING 2018 Unsupervised Neural Machine Translation with Weight Sharing ACL 2018 Co-whitening of I-vectors for Short and Long Duration Speaker Verification INTERSPEECH 2018 Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018 A Character-Aware Encoder for Neural Machine Translation COLING 2016