Kun Wang

92 papers · 2010–2026 · 18 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (18) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (7) 🏃 Academic Marathon (15) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🤝 Dynamic Duo (11) 👑 Triple Crown 🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion (2) 🔥 Unstoppable (7) ⚡ Prolific Year (6) 🗃️ Keyword Collector (304) ❓ The Questioner (4) 💎 Century Club (88) 🚀 Conference Pioneer

Conferences

ACL (12) AAAI (11) ICLR (11) NIPS (10) ICML (9) EMNLP (8) COLING (6) ECCV (6) ICCV (5) CVPR (4) IJCAI (2) MICCAI (2) CORL (1) ALT (1) IJCNLP (1) L4DC (1) NAACL (1) ACML (1)

Top co-authors

Guibin Zhang (12) Qingsong Wen (11) Yuxuan Liang (11) Jun Li (11) Jian Yang (11) Zhiqiang Yan (10) Junfeng Fang (9) Xiang Li (7) Yang Wang (7) Hao Wu (7)

Research topics

Keywords

large language model (12) depth completion (4) depth estimation (4) graph neural network (4) causal inference (3) self-supervised learning (3) deep learning (3) image restoration (3) knowledge graph (3) multi-agent system (3) monocular depth estimation (3) backdoor adjustment (2) multimodal large language model (2) llm agent (2) monocular vision (2) video instance segmentation (2) backdoor attack (2) autonomous driving (2) multi-modal learning (2) knowledge editing (2)

Papers

NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026

SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication AAAI 2026

Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning AAAI 2026

Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers AAAI 2026

Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion CVPR 2025

UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction AAAI 2025

G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025

ViLLa: Video Reasoning Segmentation with Large Language Model ICCV 2025

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation ICCV 2025

KGMark: A Diffusion Watermark for Knowledge Graphs ICML 2025

Multi-agent Architecture Search via Agentic Supernet ICML 2025

Discovering Latent Causal Graphs from Spatiotemporal Data ICML 2025

Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality ICLR 2025

Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis EMNLP 2025

DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025

Position: LLMs Can be Good Tutors in English Education EMNLP 2025

DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025

Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025

Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025

On the Role of Attention Heads in Large Language Model Safety ICLR 2025

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? ICLR 2025

G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025

ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search ACL 2025

MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025

NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025

FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering ACL 2025

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025

iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025

A Complete Characterization of Learnability for Stochastic Noisy Bandits ALT 2025

Multi-expert collaboration and knowledge enhancement network for multimodal emotion recognition MICCAI 2025

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models ICLR 2025

OneForecast: A Universal Framework for Global and Regional Weather Forecasting ICML 2025

Deploying Multi-task Online Server with Large Language Model COLING 2025

Graph Sparsification via Mixture of Graphs ICLR 2025

Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025

Towards Neuron Attributions in Multi-Modal Large Language Models NIPS 2024

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024

Gradient-based Visual Explanation for Transformer-based CLIP ICML 2024

SyncVIS: Synchronized Video Instance Segmentation NIPS 2024

GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NIPS 2024

DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NIPS 2024

Dueling over Dessert, Mastering the Art of Repeated Cake Cutting NIPS 2024

Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NIPS 2024

Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE ICML 2024

Learning Differentiable Tensegrity Dynamics using Graph Neural Networks CORL 2024

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024

Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024

MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024

M2Fusion: Multi-time Multimodal Fusion for Prediction of Pathological Complete Response in Breast Cancer MICCAI 2024

Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024

Tri-Perspective View Decomposition for Geometry-Aware Depth Completion CVPR 2024

Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance CVPR 2024

Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024

Multi-scale Cross Distillation for Object Detection in Aerial Images ECCV 2024

CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024

MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI NIPS 2024

Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024

NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024

Graph Lottery Ticket Automated ICLR 2024

DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion AAAI 2023

Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NIPS 2023

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion ICML 2023

Siamese DETR CVPR 2023

TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation NIPS 2023

Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective ICLR 2023

Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion ECCV 2022

X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation ECCV 2022

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022

Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022

RigNet: Repetitive Image Guided Network for Depth Completion ECCV 2022

Exploring Forensic Dental Identification with Deep Learning NIPS 2021

Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray AAAI 2021

A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation ACL 2021

Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021

A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation IJCNLP 2021

LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform ECCV 2020

What Have We Achieved on Text Summarization? EMNLP 2020

Adapting Object Detectors with Conditional Domain Normalization ECCV 2020

A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines L4DC 2020

Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation ACML 2020

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020

Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019

Scene Graph Generation From Objects, Phrases and Region Captions ICCV 2017

Chained Cascade Network for Object Detection ICCV 2017

Dynamically Integrating Cross-Domain Translation Memory into Phrase-Based Machine Translation during Decoding COLING 2014

Knowledge Sharing via Social Login: Exploiting Microblogging Service for Warming up Social Question Answering Websites COLING 2014

Integrating Translation Memory into Phrase-Based Machine Translation during Decoding ACL 2013

Integrating Surface and Abstract Features for Robust Cross-Domain Chinese Word Segmentation COLING 2012

A Character-Based Joint Model for Chinese Word Segmentation COLING 2010