Yifan Wang

85 papers · 2017–2026 · 16 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (16) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🏃 Academic Marathon (8) 🤝 Dynamic Duo (10) 🏆 Grand Slam 🔬 Deep Specialist (12) 🔥 Unstoppable (6) ⚡ Prolific Year (6) ❓ The Questioner (2) 🗃️ Keyword Collector (424) 📈 Trend Setter 💎 Century Club (80)

Conferences

AAAI (16) CVPR (15) EMNLP (10) ACL (7) IJCAI (6) ICCV (5) ICML (5) NIPS (5) NAACL (4) ECCV (3) ICLR (3) WACV (2) AACL (1) COLING (1) IJCNLP (1) MICCAI (1)

Top co-authors

Wei Ju (12) Lijun Wang (10) Huchuan Lu (10) Ming Zhang (8) Vera Demberg (6) Youzheng Wu (6) Junwei Bao (6) Xiao Luo (6) Zhiping Xiao (6) Jing Zhao (6)

Research topics

Keywords

large language model (10) graph neural network (6) contrastive learning (5) attention mechanism (5) text generation (5) 3d reconstruction (4) diffusion model (4) representation learning (4) novel view synthesis (4) multimodal learning (3) self-supervised learning (3) scene understanding (3) domain adaptation (3) 3d vision (3) multimodal large language model (3) language modeling (2) emotion recognition (2) depth estimation (2) adversarial learning (2) prototype learning (2)

Papers

Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data AAAI 2026

TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization AAAI 2026

BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition AAAI 2026

FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026

Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering ICCV 2025

Aether: Geometric-Aware Unified World Modeling ICCV 2025

NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities EMNLP 2025

Lock on Target! Precision Unlearning via Directional Control EMNLP 2025

DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025

Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025

LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025

Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025

LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025

Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025

ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication AACL 2025

OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport MICCAI 2025

ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025

A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025

Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025

Granular-Ball-Induced Multiple Kernel K-Means IJCAI 2025

PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025

DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning ICML 2025

From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications ICML 2025

ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction ICLR 2025

Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs ICLR 2025

GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction AAAI 2025

Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025

JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems CVPR 2025

MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors CVPR 2025

Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025

Mono2Stereo: A Benchmark and Empirical Study for Stereo Conversion CVPR 2025

AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning CVPR 2025

FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction CVPR 2025

Discovering Influential Neuron Path in Vision Transformers ICLR 2025

E3V-K5: An Authentic Benchmark for Redefining Video-Based Energy Expenditure Estimation ECCV 2024

MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024

NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction NIPS 2024

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues AAAI 2024

DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation AAAI 2024

Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition AAAI 2024

Deep Reinforcement Learning for Early Diagnosis of Lung Cancer AAAI 2024

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations ACL 2024

A Parameter-Efficient Multi-Objective Approach to Mitigate Stereotypical Bias in Language Models ACL 2024

SciNews: From Scholarly Complexities to Public Narratives – a Dataset for Scientific News Report Generation COLING 2024

Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed CVPR 2024

Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024

Detector-Free Structure from Motion CVPR 2024

RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024

A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024

Hypergraph-enhanced Dual Semi-supervised Graph Classification ICML 2024

A Theory of Fault-Tolerant Learning ICML 2024

Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024

A Survey of Data-Efficient Graph Learning IJCAI 2024

InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024

VEATIC: Video-Based Emotion and Affect Tracking in Context Dataset WACV 2024

Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields WACV 2024

Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization ACL 2023

Learning Functional Distributions with Private Labels ICML 2023

Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation ICCV 2023

Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance Learning ICCV 2023

SunStage: Portrait Reconstruction and Relighting Using the Sun as a Light Stage CVPR 2023

Controlling Styles in Neural Machine Translation with Activation Prompt ACL 2023

DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022

You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022

Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022

Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection CVPR 2022

TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022

Learnability of Competitive Threshold Models IJCAI 2022

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022

OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL 2022

LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022

P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training EMNLP 2022

SGG: Learning to Select, Guide, and Generate for Keyphrase Generation NAACL 2021

RoR: Read-over-Read for Long Document Machine Reading Comprehension EMNLP 2021

Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ICCV 2021

Repopulating Street Scenes CVPR 2021

CLIFFNet for Monocular Depth Estimation with Hierarchical Embedding Loss ECCV 2020

People as Scene Probes ECCV 2020

Learning to Parse Wireframes in Images of Man-Made Environments CVPR 2018

Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms NIPS 2018

Identifying Outlier Arms in Multi-Armed Bandit NIPS 2017

MarrNet: 3D Shape Reconstruction via 2.5D Sketches NIPS 2017

Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017