Liang Zhao

Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts ACL 2026 Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ACL 2026 PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ACL 2026 RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization AAAI 2026 Sample Weighted Incomplete Multimodal Clustering Based on Graph Coarsening Label Extraction AAAI 2026 CasMoE: A Cascaded Framework for Efficient MoE Inference on Resource-constrained Devices AAAI 2026 KNNDA: A New Perspective of Alignment Recovery for Partially View-Aligned Clustering AAAI 2026 CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025 GRAG: Graph Retrieval-Augmented Generation NAACL 2025 PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting IJCAI 2025 Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search IJCAI 2025 Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information IJCAI 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 Perception in Reflection ICML 2025 Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion AAAI 2025 GraphNarrator: Generating Textual Explanations for Graph Neural Networks ACL 2025 Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025 JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation CVPR 2025 FedSpaLLM: Federated Pruning of Large Language Models NAACL 2025 Unhackable Temporal Reward for Scalable Video MLLMs ICLR 2025 From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025 SparseLLM: Towards Global Pruning of Pre-trained Language Models NIPS 2024 Continuous Temporal Domain Generalization NIPS 2024 LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch NIPS 2024 DreamLLM: Synergistic Multimodal Comprehension and Creation ICLR 2024 Uncertainty Quantification for In-Context Learning of Large Language Models NAACL 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models ECCV 2024 Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024 Merlin: Empowering Multimodal LLMs with Foresight Minds ECCV 2024 ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning IJCAI 2024 Visual Attention Prompted Prediction and Learning IJCAI 2024 MIM-Reasoner: Learning with Theoretical Guarantees for Multiplex Influence Maximization AISTATS 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NIPS 2024 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NIPS 2023 Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023 Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023 MAGI: Multi-Annotated Explanation-Guided Learning ICCV 2023 Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks ICLR 2023 Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023 Occupancy-SLAM: Simultaneously Optimizing Robot Poses and Continuous Occupancy Map RSS 2022 Background-Insensitive Scene Text Recognition with Text Semantic Segmentation ECCV 2022 Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection CVPR 2022 OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction COLING 2022 Multi-objective Deep Data Generation with Correlated Property Control NIPS 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022 Adaptive Kernel Graph Neural Network AAAI 2022 Disentangled Spatiotemporal Graph Generative Models AAAI 2022 Deep Generative Model for Periodic Graphs NIPS 2022 Property Controllable Variational Autoencoder via Invertible Mutual Dependence ICLR 2021 Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021 Representation Learning on Spatial Networks NIPS 2021 KNAS: Green Neural Architecture Search ICML 2021 Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021 Speech Enhancement with Topology-Enhanced Generative Adversarial Networks (GANs) INTERSPEECH 2021 Feature-Based SLAM: Why Simultaneous Localisation and Mapping? RSS 2021 Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data AAAI 2020 XLP at SemEval-2020 Task 9: Cross-lingual Models with Focal Loss for Sentiment Analysis of Code-Mixing Language COLING 2020 Compositional Language Continual Learning ICLR 2020 XLP at SemEval-2020 Task 9: Cross-lingual Models with Focal Loss for Sentiment Analysis of Code-Mixing Language SEMEVAL 2020 Linear Time Complexity Time Series Clustering with Symbolic Pattern Forest IJCAI 2019 Compositional Generalization for Primitive Substitutions IJCNLP 2019 LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification IJCNLP 2019 Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification EMNLP 2019 Compositional Generalization for Primitive Substitutions EMNLP 2019 Interpreting and Evaluating Neural Network Robustness IJCAI 2019 iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018 Occlusion Aware Unsupervised Learning of Optical Flow CVPR 2018 Learning to Explore via Meta-Policy Gradient ICML 2018 Social Media based Simulation Models for Understanding Disease Dynamics IJCAI 2018 Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017 Robust Regression via Heuristic Hard Thresholding IJCAI 2017 Personalized Natural Language Understanding INTERSPEECH 2016