Yifan Yang

75 papers · 2016–2026 · 16 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12) 🔬 Deep Specialist (12) 🏆 Keyword Champion (2) 🏆 Grand Slam 🚀 Conference Pioneer 🔥 Unstoppable (7) ❓ The Questioner 📈 Trend Setter 💎 Century Club (68) 🗃️ Keyword Collector (335) ⚡ Prolific Year (17)

Conferences

AAAI (12) ICCV (9) ACL (8) NIPS (8) EMNLP (7) CVPR (5) ECCV (5) INTERSPEECH (5) ICLR (4) IJCAI (3) NAACL (3) WACV (2) EACL (1) ICML (1) IJCNLP (1) SEMEVAL (1)

Top co-authors

Yuqing Yang (7) XINYANG JIANG (7) Xie Chen (7) Zheng Zhang (7) Lili Qiu (6) Dongsheng Li (6) Kaiyi Ji (5) Yice Zhang (5) Guorong Li (5) Ruifeng Xu (5)

Research topics

Computer Vision (1) Privacy (1)

Keywords

large language model (8) diffusion model (6) relation extraction (4) automatic speech recognition (4) model compression (4) representation learning (4) federated learning (3) reinforcement learning (3) contrastive learning (3) zeroth-order optimization (3) parameter-efficient fine-tuning (3) convolutional neural network (3) multimodal learning (3) memory efficiency (3) low-rank adaptation (3) transfer learning (3) bilevel optimization (3) semantic segmentation (2) connectionist temporal classification (2) communication efficiency (2)

Papers

MageBench: Bridging Large Multimodal Models to Agents WACV 2026

HumanGuideNet: Adapter-Based Alignment of Deep Neural Networks with Human Similarity Judgments WACV 2026

HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026

FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model Compression EACL 2026

Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data AAAI 2026

Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026

Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning AAAI 2026

StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model AAAI 2026

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025

DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation ICLR 2025

Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition ICCV 2025

Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models ICCV 2025

REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents ICCV 2025

Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis ICLR 2025

HygMap: Representing All Types of Map Entities via Heterogeneous Hypergraph IJCAI 2025

GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement ACL 2025

Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ACL 2025

Wanda++: Pruning Large Language Models via Regional Gradients ACL 2025

Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models ACL 2025

First-Order Federated Bilevel Learning AAAI 2025

Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling ICLR 2025

SP2T: Sparse Proxy Attention for Dual-stream Point Transformer ICCV 2025

Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025

QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models EMNLP 2025

MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization INTERSPEECH 2024

LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR INTERSPEECH 2024

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models NAACL 2024

Is Your HD Map Constructor Reliable under Sensor Corruptions? NIPS 2024

First-Order Minimax Bilevel Optimization NIPS 2024

Understanding and Improving Training-free Loss-based Diffusion Guidance NIPS 2024

Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024

HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models CVPR 2024

HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction CVPR 2024

G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images CVPR 2024

Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and Visual Analysis Strategy ECCV 2024

Online Video Quality Enhancement with Spatial-Temporal Look-up Tables ECCV 2024

Unified Medical Image Pre-training in Language-Guided Common Semantic Space ECCV 2024

AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024

LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024

Zipformer: A faster and better encoder for automatic speech recognition ICLR 2024

Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer INTERSPEECH 2024

Attentive Mask CLIP ICCV 2023

Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023

Blank-regularized CTC for Frame Skipping in Neural Transducer INTERSPEECH 2023

Achieving $\mathcal{O}(\epsilon^{-1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization NIPS 2023

SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning NIPS 2023

An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023

Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score ICML 2023

Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023

Towards Inference Efficient Deep Ensemble Learning AAAI 2023

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NIPS 2023

C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder NIPS 2023

Delay-penalized CTC Implemented Based on Finite State Transducer INTERSPEECH 2023

Cross-Ray Neural Radiance Fields for Novel-View Synthesis from Unconstrained Image Collections ICCV 2023

Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection ICCV 2023

HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis SEMEVAL 2022

Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022

Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction EMNLP 2022

HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis NAACL 2022

Adaptive Data Debiasing through Bounded Exploration NIPS 2022

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction IJCNLP 2021

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction ACL 2021

Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021

Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021

Release the Power of Online-Training for Robust Visual Tracking AAAI 2020

Weakly-Supervised Crowd Counting Learns from Sorting rather than Locations ECCV 2020

Reverse Perspective Network for Perspective-Aware Object Counting CVPR 2020

The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking ECCV 2018

Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018

Fast Laplace Approximation for Sparse Bayesian Spike and Slab Models IJCAI 2016