Kun Wang

Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models ACL 2026 CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems ACL 2026 Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ACL 2026 Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM CVPR 2026 Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers AAAI 2026 NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026 Reallocating Attention Across Layers to Reduce Multimodal Hallucination CVPR 2026 SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication AAAI 2026 Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning ACL 2026 A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025 AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models ICLR 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025 DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 KGMark: A Diffusion Watermark for Knowledge Graphs ICML 2025 Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025 MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? ICLR 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality ICLR 2025 Multi-agent Architecture Search via Agentic Supernet ICML 2025 NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 On the Role of Attention Heads in Large Language Model Safety ICLR 2025 OneForecast: A Universal Framework for Global and Regional Weather Forecasting ICML 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis EMNLP 2025 Position: LLMs Can be Good Tutors in English Education EMNLP 2025 UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction AAAI 2025 Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NeurIPS 2024 Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 Graph Lottery Ticket Automated ICLR 2024 Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024 NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024 Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE ICML 2024 Towards Neuron Attributions in Multi-Modal Large Language Models NeurIPS 2024 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024 Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective ICLR 2023