← Authors

Zhe Chen

60 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (101) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (12) 🀝 Dynamic Duo (18) πŸ‘₯ Mega-Team (38) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (276) ⚑ Prolific Year (11) πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (56)

Conferences

AAAI (18) CVPR (10) ICLR (6) EMNLP (5) NIPS (5) IJCAI (4) ACL (3) ECCV (3) ICCV (3) COLING (1) MICCAI (1) NAACL (1)

Top co-authors

Wenhai Wang (18) Jifeng Dai (15) Yu Qiao (13) Tong Lu (13) Xizhou Zhu (11) Lewei Lu (10) Dacheng Tao (8) Yu Wang (7) Yanfeng Wang (7) Weiyun Wang (7)

Keywords

large language model (10) vision-language model (9) semantic segmentation (6) multimodal learning (6) multimodal large language model (4) object detection (4) multi-modal learning (3) multi-agent path finding (3) visual question answering (3) self-supervised learning (3) path planning (3) contrastive learning (3) representation learning (2) transformer architecture (2) question answering (2) video understanding (2) zero-shot learning (2) motion planning (2) medical imaging (2) weakly supervised learning (2)

Papers

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026
MedSΒ³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026
Symbolic Planning and Multi-Agent Path Finding in Extremely Dense Environments with Unassigned Agents AAAI 2026
Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills AAAI 2026
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025
ReactGPT: Understanding of Chemical Reactions via In-Context Tuning AAAI 2025
Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025
PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models CVPR 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures ICLR 2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025
Online Guidance Graph Optimization for Lifelong Multi-Agent Path Finding AAAI 2025
Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities AAAI 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025
LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025
SLARD: A Chinese Superior Legal Article Retrieval Dataset COLING 2025
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations IJCAI 2025
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians ICCV 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ACL 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments ICLR 2024
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World ICLR 2024
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation ICLR 2024
SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection AAAI 2024
AVSegFormer: Audio-Visual Segmentation with Transformer AAAI 2024
Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding AAAI 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024
Polyp-Mamba: Polyp Segmentation with Visual Mamba MICCAI 2024
Needle In A Multimodal Haystack NIPS 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NIPS 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World ECCV 2024
Mixed-domain Language Modeling for Processing Long Legal Documents EMNLP 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation NIPS 2023
CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023
Pose-Disentangled Contrastive Learning for Self-Supervised Facial Representation CVPR 2023
InternImage: Exploring Large-Scale Vision Foundation Models With Deformable Convolutions CVPR 2023
Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks NIPS 2023
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision ICCV 2023
DDP: Diffusion Model for Dense Visual Prediction ICCV 2023
Vision Transformer Adapter for Dense Predictions ICLR 2023
Graph Propagation Transformer for Graph Representation Learning IJCAI 2023
Contrastive Boundary Learning for Point Cloud Segmentation CVPR 2022
SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection AAAI 2022
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization AAAI 2022
MAPF-LNS2: Fast Repairing for Multi-Agent Path Finding via Large Neighborhood Search AAAI 2022
Recurrent Glimpse-Based Decoder for Detection With Transformer CVPR 2022
Symmetry Breaking for k-Robust Multi-Agent Path Finding AAAI 2021
Anytime Multi-Agent Path Finding via Large Neighborhood Search IJCAI 2021
Invertible Neural BRDF for Object Inverse Rendering ECCV 2020
TextFuseNet: Scene Text Detection with Richer Fused Features IJCAI 2020
Context Refinement for Object Detection ECCV 2018
MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking CVPR 2015