Jinpeng Wang

52 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🗺️ Taxonomy Completionist (92) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (12) 🤝 Dynamic Duo (15) 🔬 Deep Specialist (14) 🏆 Keyword Champion (3) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (6) 🗃️ Keyword Collector (220) ❓ The Questioner 💎 Century Club (47) 🔥 Unstoppable (11)

Conferences

AAAI (19) CVPR (7) EMNLP (7) ACL (3) ICCV (3) IJCNLP (3) COLING (2) NIPS (2) WACV (2) ACML (1) CONLL (1) ECCV (1) ICLR (1)

Top co-authors

Bin Chen (16) Shu-Tao Xia (14) Chin-Yew Lin (11) Tao Dai (7) Yaowei Wang (6) GuangHao Meng (6) Mike Zheng Shou (5) Rui Yan (4) Feng Nie (4) Hongfei Yan (4)

Keywords

contrastive learning (10) multimodal learning (7) video retrieval (6) self-supervised learning (5) transfer learning (4) data-to-text generation (4) domain adaptation (4) attention mechanism (4) representation learning (3) vision-language retrieval (3) video representation learning (3) vision-language model (3) video-text retrieval (3) video hashing (3) adversarial learning (2) metric learning (2) cross-modal learning (2) 3d vision (2) temporal modeling (2) action recognition (2)

Papers

Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026

HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026

Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement AAAI 2026

Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning AAAI 2026

Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026

PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter CVPR 2025

Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning CVPR 2025

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025

Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models AAAI 2025

Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025

DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement ICLR 2025

Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning COLING 2025

Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression ICCV 2025

AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025

BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NIPS 2024

Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024

GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024

Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression Recognition AAAI 2024

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine AAAI 2024

Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023

Contrastive Masked Autoencoders for Self-Supervised Video Hashing AAAI 2023

All in One: Exploring Unified Video-Language Pre-Training CVPR 2023

Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023

Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023

Evaluating Object Hallucination in Large Vision-Language Models EMNLP 2023

Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022

Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022

Egocentric Video-Language Pretraining NIPS 2022

Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022

MILES: Visual BERT Pre-training with Injected Language Semantics for Video-Text Retrieval ECCV 2022

Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021

ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework WACV 2021

Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning CVPR 2021

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021

Improving Entity Linking by Modeling Latent Entity Type Information AAAI 2020

Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning WACV 2020

Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments COLING 2020

A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge IJCNLP 2019

Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018

Data2Text Studio: Automated Text Generation from Structured Data EMNLP 2018

Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018

Aggregated Semantic Matching for Short Text Entity Linking CONLL 2018

A Statistical Framework for Product Description Generation IJCNLP 2017

Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016

User Based Aggregation for Biterm Topic Model ACL 2015

User Based Aggregation for Biterm Topic Model IJCNLP 2015

Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs EMNLP 2013