Fan Yang

Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation AAAI 2026 Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding ACL 2026 GeneVAR: Causal MeanFlow for Autoregressive Gene-to-WSI Tile Synthesis CVPR 2026 HySeg: Learning Generative Priors for Structure-Aware Remote Sensing Segmentation CVPR 2026 MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding CVPR 2026 Optical Flow Matching: Reframing Optical Flow as Continuous Transport Dynamics CVPR 2026 TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026 Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025 CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025 CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025 FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP 2025 Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning ICLR 2025 Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025 LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025 MM-RLHF: The Next Step Forward in Multimodal LLM Alignment ICML 2025 MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver ICLR 2025 PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model ICLR 2025 TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types ICLR 2025 WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025 iMOVE : Instance-Motion-Aware Video Understanding ACL 2025 rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking ICML 2025 Empowering and Assessing the Utility of Large Language Models in Crop Science NeurIPS 2024 Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024 FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models CVPR 2024 FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection ECCV 2024 IRGen: Generative Modeling for Image Retrieval ECCV 2024 Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024 Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 2024 Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024 nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training OSDI 2024 Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning OSDI 2023 GAFlow: Incorporating Gaussian Attention into Optical Flow ICCV 2023 Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023 Model-enhanced Vector Index NeurIPS 2023 NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023 On Modular Learning of Distributed Systems for Predicting End-to-End Latency NSDI 2023 Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023 VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023 Welder: Scheduling Deep Learning Memory Access via Tile-graph OSDI 2023 Forecasting Human Trajectory from Scene History NeurIPS 2022 Learning Optical Flow With Kernel Patch Attention CVPR 2022 Learning Optical Flow with Adaptive Graph Reasoning AAAI 2022 Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022 NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion ECCV 2022 ROLLER: Fast and Efficient Tensor Compilation for Deep Learning OSDI 2022 SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation ICLR 2022 SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022 Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NeurIPS 2021 Mutual Graph Learning for Camouflaged Object Detection CVPR 2021 Probabilistic Model Distillation for Semantic Correspondence CVPR 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 TracKlinic: Diagnosis of Challenge Factors in Visual Tracking WACV 2021 Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection ICCV 2021 Cascade Graph Neural Networks for RGB-D Salient Object Detection ECCV 2020 HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020 Hybrid Graph Neural Networks for Crowd Counting AAAI 2020 Predicting Personal Opinion on Future Events with Fingerprints COLING 2020 Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks OSDI 2020 Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020 XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020 Clustered Object Detection in Aerial Images ICCV 2019 Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019 LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking CVPR 2019 Attending Sentences to detect Satirical Fake News COLING 2018 Contour Knowledge Transfer for Salient Object Detection ECCV 2018 Gandiva: Introspective Cluster Scheduling for Deep Learning OSDI 2018 Object-Aware Dense Semantic Correspondence CVPR 2017 Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features EMNLP 2017 Leveraging Multiple Domains for Sentiment Classification COLING 2016 Saliency Transfer: An Example-Based Method for Salient Object Detection IJCAI 2016