Bowen Zhang

TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection ACL 2026 PBR3DGen: A VLM-Guided Mesh Generation with High-Quality PBR Texture AAAI 2026 From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion ACL 2026 Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning AAAI 2026 Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing AAAI 2026 MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm AAAI 2026 Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery AAAI 2026 EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing ICLR 2025 Core Knowledge Learning Framework for Graph AAAI 2025 Improve Vision Language Model Chain-of-thought Reasoning ACL 2025 Structured 3D Latents for Scalable and Versatile 3D Generation CVPR 2025 Adapting to Observation Length of Trajectory Prediction via Contrastive Learning CVPR 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling EMNLP 2025 Gaussian Variation Field Diffusion for High-fidelity Video-to-4D Synthesis ICCV 2025 STIV: Scalable Text and Image Conditioned Video Generation ICCV 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models ICLR 2025 MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA ICLR 2025 Contrastive Localized Language-Image Pre-Training ICML 2025 Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series ICML 2025 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval CVPR 2024 MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models NAACL 2024 MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models SEMEVAL 2024 Compress3D: a Compressed Latent Space for 3D Generation from a Single Image ECCV 2024 "MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training" ECCV 2024 VeCLIP: Improving CLIP Training via Visual-enriched Captions ECCV 2024 Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024 Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024 Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity EMNLP 2024 BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation WACV 2024 iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024 MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning AAAI 2024 MOFI: Learning Image Representations from Noisy Entity Annotated Images ICLR 2024 Compressing LLMs: The Truth is Rarely Pure and Never Simple ICLR 2024 Ferret: Refer and Ground Anything Anywhere at Any Granularity ICLR 2024 Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion AAAI 2024 GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling NIPS 2024 Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024 Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis MICCAI 2024 A Challenge Dataset and Effective Models for Conversational Stance Detection COLING 2024 EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection COLING 2024 MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property COLING 2024 WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification CVPR 2024 RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models ECCV 2024 Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation ICCV 2023 ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation CVPR 2023 Stance Detection on Social Media with Background Knowledge EMNLP 2023 STAIR: Learning Sparse Text and Image Representation in Grounded Tokens EMNLP 2023 MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023 Margin Calibration for Long-Tailed Visual Recognition ACML 2022 Noise Learning for Text Classification: A Benchmark COLING 2022 Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis COLING 2022 StyleSwin: Transformer-Based GAN for High-Resolution Image Generation CVPR 2022 SegViT: Semantic Segmentation with Plain Vision Transformers NIPS 2022 Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training INTERSPEECH 2022 Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation NIPS 2021 FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NIPS 2021 Visually Grounded Concept Composition EMNLP 2021 Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? EMNLP 2021 Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020 Learning to Represent Image and Text with Denotation Graph EMNLP 2020 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018 Cross-Modal and Hierarchical Modeling of Video and Text ECCV 2018 Real-Time Action Recognition With Enhanced Motion Vector CNNs CVPR 2016