Xin Jin

105 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (14) 🏃 Academic Marathon (10) 🏠 Conference Loyalist (21) 👥 Mega-Team (32) 👑 Triple Crown 🔬 Deep Specialist (14) 🤝 Dynamic Duo (27) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🏆 Grand Slam 📈 Trend Setter ❓ The Questioner ⚡ Prolific Year (28) 🗃️ Keyword Collector (80) 💎 Century Club (101) 🔥 Unstoppable (6)

Conferences

CVPR (21) AAAI (17) ICCV (13) NSDI (12) ECCV (11) OSDI (8) NIPS (7) IJCAI (4) EMNLP (3) ICML (3) ACL (2) ICLR (2) SEMEVAL (1) WACV (1)

Top co-authors

Wenjun Zeng (27) Zhibo Chen (16) Xiaokang Yang (8) Cuiling Lan (7) Chongyi Li (7) Bohan Li (7) Xuanzhe Liu (7) Zili Zhang (6) Ion Stoica (5) Baao Xie (5)

Keywords

knowledge distillation (7) person re-identification (7) image restoration (6) diffusion model (6) large language model (5) representation learning (4) semantic alignment (4) autonomous driving (4) reinforcement learning (4) domain adaptation (4) neural network (4) optical flow (3) unsupervised learning (3) video generation (3) feature representation (3) deep reinforcement learning (3) attention mechanism (3) self-supervised learning (3) domain generalization (3) multimodal learning (3)

Papers

MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model AAAI 2026

Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation AAAI 2026

Hierarchical Dual-Domain Fusion with Frequency-Guided Spatial Modeling for Pan-Sharpening AAAI 2026

Temporal Inconsistency Guidance for Super-resolution Video Quality Assessment AAAI 2026

Electron Density-enhanced Molecular Geometry Learning IJCAI 2025

Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025

RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025

Taming LLMs with Gradient Grouping ACL 2025

Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025

Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning CVPR 2025

Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025

UniScene: Unified Occupancy-centric Driving Scene Generation CVPR 2025

UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection CVPR 2025

Towards RAW Object Detection in Diverse Conditions CVPR 2025

Multimodal Language Models See Better When They Look Shallower EMNLP 2025

GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer ICCV 2025

ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning ICCV 2025

Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025

Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions ICCV 2025

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution ICCV 2025

Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation ICCV 2025

Open-World Reinforcement Learning over Long Short-Term Imagination ICLR 2025

GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025

MeshTest: End-to-End Testing for Service Mesh Traffic Management NSDI 2025

Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025

StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization ICML 2024

Bridging Stereo Geometry and BEV Representation with Reliable Mutual Interaction for Semantic Scene Completion IJCAI 2024

Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories IJCAI 2024

Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NIPS 2024

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs NSDI 2024

Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis NIPS 2024

In Pursuit of Causal Label Correlations for Multi-label Image Recognition NIPS 2024

Jolteon: Unleashing the Promise of Serverless for Serverless Workflows NSDI 2024

Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining NSDI 2024

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-Based Person Re-identification AAAI 2024

Hierarchical Temporal Context Learning for Camera-based Semantic Scene Completion ECCV 2024

HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects ECCV 2024

Language-Image Pre-training with Long Captions ECCV 2024

Closed-Loop Unsupervised Representation Disentanglement with $\\beta$-VAE Distillation and Diffusion Probabilistic Feedback ECCV 2024

Rate-Distortion-Cognition Controllable Versatile Neural Image Compression ECCV 2024

SUMix: Mixup with Semantic and Uncertain Information ECCV 2024

One at a Time: Progressive Multi-Step Volumetric Probability Learning for Reliable 3D Scene Perception AAAI 2024

SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024

DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving OSDI 2024

Burstable Cloud Block Storage with Data Processing Units OSDI 2024

dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024

Adversarial AutoMixup ICLR 2024

Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation NIPS 2024

Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models NIPS 2024

APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments NIPS 2024

Diff-BGM: A Diffusion Model for Video Background Music Generation CVPR 2024

ReGenNet: Towards Human Action-Reaction Synthesis CVPR 2024

Inter-X: Towards Versatile Human-Human Interaction Analysis CVPR 2024

Discrete Point-Wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition CVPR 2023

NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic Navigation ICCV 2023

Task Residual for Tuning Vision-Language Models CVPR 2023

DNF: Decouple and Feedback Network for Seeing in the Dark CVPR 2023

Semantically Structured Image Compression via Irregular Group-Based Decoupling ICCV 2023

AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving OSDI 2023

TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SEMEVAL 2023

Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023

TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 2023

Enhanced Bi-Directional Motion Estimation for Video Frame Interpolation WACV 2023

Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023

TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models ACL 2023

Underwater Ranker: Learn Which Is Better and How to Be Better AAAI 2023

Fast, Approximate Vector Queries on Very Large Unstructured Datasets NSDI 2023

Transparent GPU Sharing in Container Clouds for Deep Learning Workloads NSDI 2023

Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising ICCV 2023

Learning Distortion Invariant Representation for Image Restoration From a Causality Perspective CVPR 2023

A Unified Pyramid Recurrent Network for Video Frame Interpolation CVPR 2023

Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023

ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation ICCV 2023

Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022

Attribute Group Editing for Reliable Few-Shot Image Generation CVPR 2022

Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation CVPR 2022

Learning with Recoverable Forgetting ECCV 2022

Image Coding for Machines with Omnipotent Feature Learning ECCV 2022

Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022

NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency AAAI 2022

Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022

Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation ICCV 2021

Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution AAAI 2021

Ship Compute or Ship Data? Why Not Both? NSDI 2021

Twenty Years After: Hierarchical Core-Stateless Fair Queueing NSDI 2021

Dense Interaction Learning for Video-Based Person Re-Identification ICCV 2021

Region Normalization for Image Inpainting AAAI 2020

Exploring Categorical Regularization for Domain Adaptive Object Detection CVPR 2020

Relation-Aware Global Attention for Person Re-Identification CVPR 2020

Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration ECCV 2020

Hierarchical Context Embedding for Region-based Object Detection ECCV 2020

Global Distance-distributions Separation for Unsupervised Person Re-identification ECCV 2020

PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications OSDI 2020

Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories OSDI 2020

Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020

RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers OSDI 2020

On Efficient Constructions of Checkpoints ICML 2020

Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition AAAI 2020

Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification AAAI 2020

Semantics-Aligned Representation Learning for Person Re-Identification AAAI 2020

NetChain: Scale-Free Sub-RTT Coordination NSDI 2018

ASAP: Fast, Approximate Graph Pattern Mining at Scale OSDI 2018

CoVisor: A Compositional Hypervisor for Software-Defined Networks NSDI 2015