← Authors

Fan Yang

210 papers · 2005–2026 · 25 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (24) 🌍 Conference Polyglot (24) πŸƒ Academic Marathon (21) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (22) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (17) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (11) πŸ† Grand Slam πŸ‘₯ Mega-Team (37) πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (14) ❓ The Questioner (3) πŸš€ Conference Pioneer πŸ’Ž Century Club (200) ⚑ Prolific Year (17) πŸ—ƒοΈ Keyword Collector (94)

Conferences

AAAI (30) CVPR (25) NIPS (19) ICLR (17) ACL (16) OSDI (15) ECCV (12) EMNLP (12) ICML (10) COLING (9) IJCAI (8) ICCV (8) WACV (7) NAACL (5) IJCNLP (3) UAI (3) EACL (2) CORL (2) INTERSPEECH (1) JMLR (1) MICCAI (1) NSDI (1) AISTATS (1) RSS (1) SEMEVAL (1)

Top co-authors

Mao Yang (17) Xin Li (16) Lidong Zhou (12) Ao Luo (10) Lingxiao Ma (9) Hong Cheng (9) Mengnan Du (9) Jilong Xue (8) Xia Hu (8) Yousong Zhu (7)

Research topics

Computer Vision (1) Understanding (1) Applications (1) Applications (1) Education (1)

Keywords

large language model (17) object detection (8) diffusion model (8) zero-shot learning (7) deep neural network (7) domain adaptation (7) representation learning (6) attention mechanism (6) feature learning (5) self-supervised learning (5) neural network (5) graph neural network (5) benchmark evaluation (5) feature extraction (4) convolutional neural network (4) text classification (4) semantic segmentation (4) motion estimation (4) uncertainty quantification (4) variational inference (4)

Papers

KnowThyself: An Agentic Assistant for LLM Interpretability AAAI 2026
Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation AAAI 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering EACL 2026
Catastrophic Forgetting in Kolmogorov-Arnold Networks AAAI 2026
Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization AAAI 2026
FaithLM: Towards Faithful Explanations for Large Language Models EACL 2026
Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities WACV 2026
GeM-VG: Towards Generalized Multi-image Visual Grounding with Multimodal Large Language Models AAAI 2026
FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation AAAI 2026
UDCH: Unsupervised Dynamic Weighted Cluster-cooperative Hashing for Cross-modal Retreival AAAI 2026
In vivo cell-type and brain region classification via multimodal contrastive learning ICLR 2025
VIIS: Visible and Infrared Information Synthesis for Severe Low-Light Image Enhancement WACV 2025
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment ICML 2025
TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types ICLR 2025
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution ICLR 2025
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver ICLR 2025
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP 2025
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025
Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning ICLR 2025
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model ICLR 2025
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning ICLR 2025
The Source Image is the Best Attention for Infrared and Visible Image Fusion ICCV 2025
Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring ICCV 2025
Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025
Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025
3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation AAAI 2025
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025
NaFV-Net: An Adversarial Four-view Network for Mammogram Classification AAAI 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025
EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs ACL 2025
iMOVE : Instance-Motion-Aware Video Understanding ACL 2025
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025
Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration MICCAI 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Detection and Geographic Localization of Natural Objects in the Wild: A Case Study on Palms IJCAI 2025
Dynamic Multiple High-order Correlations Fusion with Noise Filtering for Incomplete Multi-view Noisy-label Learning IJCAI 2025
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference ICML 2025
MagicArticulate: Make Your 3D Models Articulation-Ready CVPR 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025
Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025
Simple Policy Optimization ICML 2025
LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking ICML 2025
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation WACV 2024
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency NIPS 2024
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought COLING 2024
Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction AAAI 2024
Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024
Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024
Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024
An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization AAAI 2024
Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024
Causal-Driven Skill Prerequisite Structure Discovery AAAI 2024
Towards Multi-Modal Co-Reference Resolution in Conversational Shopping Agents COLING 2024
MobileNetV4: Universal Models for the Mobile Ecosystem ECCV 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Neuro-Symbolic Data Generation for Math Reasoning NIPS 2024
IRGen: Generative Modeling for Image Retrieval ECCV 2024
Masking Latent Gender Knowledge for Debiasing Image Captioning NAACL 2024
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing CVPR 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024
RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024
Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024
Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models ECCV 2024
FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection ECCV 2024
Enhancing Explainable Rating Prediction through Annotated Macro Concepts ACL 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
TVE: Learning Meta-attribution for Transferable Vision Explainer ICML 2024
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 2024
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training OSDI 2024
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024
Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior CVPR 2024
FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models CVPR 2024
Exploring High-dimensional Search Space via Voronoi Graph Traversing UAI 2024
Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023
Welder: Scheduling Deep Learning Memory Access via Tile-graph OSDI 2023
Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning OSDI 2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding EMNLP 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023
On Modular Learning of Distributed Systems for Predicting End-to-End Latency NSDI 2023
Multilingual context-based pronunciation learning for Text-to-Speech INTERSPEECH 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition ICLR 2023
Hard To Track Objects With Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space WACV 2023
Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text EMNLP 2023
CoRTX: Contrastive Framework for Real-time Explanation ICLR 2023
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts ICCV 2023
Exploring Stochastic Autoregressive Image Modeling for Visual Representation AAAI 2023
HACMan: Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation CORL 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models NIPS 2023
Model-enhanced Vector Index NIPS 2023
iPlanner: Imperative Path Planning RSS 2023
PyPose: A Library for Robot Learning With Physics-Based Optimization CVPR 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow ICCV 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
Generalized Demographic Parity for Group Fairness ICLR 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks NIPS 2022
One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration NIPS 2022
Forecasting Human Trajectory from Scene History NIPS 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration AAAI 2022
Learning Optical Flow with Adaptive Graph Reasoning AAAI 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022
Spelling Correction using Phonetics in E-commerce Search ACL 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
Learning Optical Flow With Kernel Patch Attention CVPR 2022
Class-Aware Contrastive Semi-Supervised Learning CVPR 2022
SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration CVPR 2022
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022
UniVIP: A Unified Framework for Self-Supervised Visual Pre-Training CVPR 2022
A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation ECCV 2022
Detecting Generated Images by Real Images ECCV 2022
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion ECCV 2022
MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts EMNLP 2022
Multimodal Context Carryover EMNLP 2022
DEGREE: Decomposition Based Explanation for Graph Neural Networks ICLR 2022
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression ICLR 2022
Recursive Disentanglement Network ICLR 2022
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation ICLR 2022
Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis NAACL 2022
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning OSDI 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SEMEVAL 2022
Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022
Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CORL 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
Mutual Graph Learning for Camouflaged Object Detection CVPR 2021
Towards Compact CNNs via Collaborative Compression CVPR 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning CVPR 2021
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding ACL 2021
Probabilistic Model Distillation for Semantic Correspondence CVPR 2021
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding IJCNLP 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ICCV 2021
MST: Masked Self-Supervised Transformer for Visual Representation NIPS 2021
Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection ICCV 2021
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NIPS 2021
TracKlinic: Diagnosis of Challenge Factors in Visual Tracking WACV 2021
CT-Net: Complementary Transfering Network for Garment Transfer With Arbitrary Geometric Changes CVPR 2021
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP 2021
Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences AAAI 2021
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild WACV 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning NIPS 2020
PAMS: Quantized Super-Resolution via Parameterized Max Scale ECCV 2020
Towards Fast, Accurate and Stable 3D Dense Face Alignment ECCV 2020
Cascade Graph Neural Networks for RGB-D Salient Object Detection ECCV 2020
Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction ECCV 2020
On Metric DBSCAN with Low Doubling Dimension IJCAI 2020
Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection CVPR 2020
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
Bayesian Multi-type Mean Field Multi-agent Imitation Learning NIPS 2020
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks OSDI 2020
Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020
Predicting Personal Opinion on Future Events with Fingerprints COLING 2020
Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020
Hybrid Graph Neural Networks for Crowd Counting AAAI 2020
Variational Adversarial Kernel Learned Imitation Learning AAAI 2020
Relational State-Space Model for Stochastic Multi-Object Systems ICLR 2020
Large-Scale Heterogeneous Feature Embedding AAAI 2019
Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese AAAI 2019
Exploring Deep Multimodal Fusion of Text and Photo for Hate Speech Classification ACL 2019
LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking CVPR 2019
Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing AAAI 2019
Clustered Object Detection in Aerial Images ICCV 2019
Game Design for Eliciting Distinguishable Behavior NIPS 2019
Contour Knowledge Transfer for Salient Object Detection ECCV 2018
Gandiva: Introspective Cluster Scheduling for Deep Learning OSDI 2018
Attending Sentences to detect Satirical Fake News COLING 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals CVPR 2018
Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML 2018
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS 2017
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS 2017
Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features EMNLP 2017
Object-Aware Dense Semantic Correspondence CVPR 2017
Good Semi-supervised Learning That Requires a Bad GAN NIPS 2017
Saliency Transfer: An Example-Based Method for Salient Object Detection IJCAI 2016
Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers CVPR 2016
Selective inference for group-sparse linear models NIPS 2016
Leveraging Multiple Domains for Sentiment Classification COLING 2016
An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition NAACL 2016
Multi-Task Learning With Low Rank Attribute Embedding for Person Re-Identification ICCV 2015
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields EMNLP 2014
An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training EMNLP 2013
A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment IJCNLP 2009
A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment ACL 2009
CRFs-Based Named Entity Recognition Incorporated with Heuristic Entity List Searching IJCNLP 2008
Switching to Real-Time Tasks in Multi-Tasking Dialogue COLING 2008
Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages ACL 2008
Avoiding and Resolving Initiative Conflicts in Dialogue NAACL 2007
DialogueView: an Annotation Tool for Dialogue EMNLP 2005