← Authors

Xinlei Chen

55 papers · 2013–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (91) 🌟 Keyword Trendsetter Combo (5) πŸ”¬ Deep Specialist (12) πŸ† Grand Slam 🧬 Topic Evolution ⚑ Prolific Year (5) ❓ The Questioner πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (219) πŸ’Ž Century Club (53) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Conferences

CVPR (18) ICCV (13) ICLR (5) ICML (5) ACL (4) NIPS (3) AAAI (2) ECCV (1) EMNLP (1) IJCAI (1) JMLR (1) NAACL (1)

Top co-authors

Kaiming He (8) Devi Parikh (7) Marcus Rohrbach (7) Saining Xie (7) Abhinav Gupta (7) Dhruv Batra (6) Chen Gao (6) Yuandong Tian (5) Zhuang Liu (5) Jirong Zha (4)

Research topics

Computer Vision (1) Statistics (1)

Keywords

self-supervised learning (9) multimodal learning (8) representation learning (6) visual question answering (6) object detection (5) contrastive learning (4) large language model (4) convolutional neural network (4) vision transformer (3) visual representation (3) knowledge distillation (3) image captioning (3) masked autoencoder (3) transfer learning (3) video understanding (2) visual grounding (2) point cloud (2) domain adaptation (2) transformer architecture (2) computer vision (2)

Papers

DIMM: Decoupled Multi-hierarchy Kalman Filter via Reinforcement Learning AAAI 2026
AirCopBench: A Benchmark for Multi-drone Collaborative Embodied Perception and Reasoning AAAI 2026
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025
CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory ACL 2025
UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025
Test-Time Training on Video Streams JMLR 2025
How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM IJCAI 2025
Learning to (Learn at Test Time): RNNs with Expressive Hidden States ICML 2025
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation ICML 2025
Highly Compressed Tokenizer Can Generate Without Training ICML 2025
LLMs can see and hear without any training ICML 2025
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels ICLR 2025
Deconstructing Denoising Diffusion Models for Self-Supervised Learning ICLR 2025
Transformers without Normalization CVPR 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining ICCV 2025
Scaling Language-Free Visual Representation Learning ICCV 2025
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025
On the Surprising Effectiveness of Attention Transfer for Vision Transformers NIPS 2024
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NIPS 2024
R-MAE: Regions Meet Masked Autoencoders ICLR 2024
Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023
UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding ICCV 2023
ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023
Test-Time Training with Masked Autoencoders NIPS 2022
Masked Autoencoders Are Scalable Vision Learners CVPR 2022
On the Importance of Asymmetry for Siamese Representation Learning CVPR 2022
Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022
NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training ICLR 2022
Understanding self-supervised learning dynamics without contrastive pairs ICML 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA CVPR 2021
Exploring Simple Siamese Representation Learning CVPR 2021
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond ICLR 2021
An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021
In Defense of Grid Features for Visual Question Answering CVPR 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds With Image Votes CVPR 2020
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation ECCV 2020
Grounded Video Description CVPR 2019
Order-Aware Generative Modeling Using the 3D-Craft Dataset ICCV 2019
Embodied Amodal Recognition: Learning to Move to Perceive Objects ICCV 2019
TensorMask: A Foundation for Dense Object Segmentation ICCV 2019
nocaps: novel object captioning at scale ICCV 2019
Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ICCV 2019
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ACL 2019
Towards VQA Models That Can Read CVPR 2019
Multi-Target Embodied Question Answering CVPR 2019
Cycle-Consistency for Robust Visual Question Answering CVPR 2019
Iterative Visual Reasoning Beyond Convolutions CVPR 2018
Spatial Memory for Context Reasoning in Object Detection ICCV 2017
Visualizing and Understanding Neural Models in NLP NAACL 2016
Sense Discovery via Co-Clustering on Images and Text CVPR 2015
Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015
Webly Supervised Learning of Convolutional Networks ICCV 2015
Enriching Visual Knowledge Bases via Object Discovery and Segmentation CVPR 2014
NEIL: Extracting Visual Knowledge from Web Data ICCV 2013