Lu Zhang

ResGAT: A Residual Graph Attention Network for Cancer Subtype Classification in Whole Slide Images MIDL 2026 ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ACL 2026 SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code EACL 2026 MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training AAAI 2026 TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models EACL 2026 Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026 Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025 Sample Efficient Alignment Learning With Episodic Control EMNLP 2025 A Causal Lens for Learning Long-term Fair Policies ICLR 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms AISTATS 2025 Oblique Genomics Mixture of Experts: Prediction of Brain Disorder With Aging-Related Changes of Brain’s Structural Connectivity Under Genomic Influences MICCAI 2025 Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer MICCAI 2025 Core-Periphery Principle Guided State Space Model for Functional Connectome Classification MICCAI 2025 A Unified Continuous Staging Framework for Alzheimer’s Disease and Lewy Body Dementia via Hierarchical Anatomical Features MICCAI 2025 Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025 The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025 Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025 Optimal Information Retention for Time-Series Explanations ICML 2025 GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction ICML 2025 Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025 Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding AAAI 2025 Towards Interpretable Counterfactual Generation via Multimodal Autoregression MICCAI 2025 Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025 LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024 Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws ICML 2024 Gyri vs. Sulci: Core-Periphery Organization in Functional Brain Networks MICCAI 2024 CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis MICCAI 2024 Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024 Long-Term Fair Decision Making through Deep Generative Models AAAI 2024 Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024 Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel ICLR 2024 OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024 DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations AAAI 2023 Video Diffusion Models with Local-Global Context Guidance IJCAI 2023 Meta-ZSDETR: Zero-shot DETR with Meta-learning ICCV 2023 Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022 You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022 Achieving Counterfactual Fairness for Causal Bandit AAAI 2022 Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022 Robust Hate Speech Detection via Mitigating Spurious Correlations AACL 2022 Generating Textual Adversaries with Minimal Perturbation EMNLP 2022 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 Lyra: A Benchmark for Turducken-Style Code Generation IJCAI 2022 Grape: Grammar-Preserving Rule Embedding IJCAI 2022 Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022 Coarse-Grained Attention Fusion With Joint Training Framework for Complex Speech Enhancement and End-to-End Speech Recognition INTERSPEECH 2022 Pathfinder: Parallel quasi-Newton variational inference JMLR 2022 EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 2022 DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NIPS 2021 Weakly-supervised Text Classification Based on Keyword Graph EMNLP 2021 Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021 Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021 A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021 Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss CVPR 2021 NLocalSAT: Boosting Local Search with Solution Prediction IJCAI 2020 An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020 TreeGen: A Tree-Based Transformer Architecture for Code Generation AAAI 2020 Multi-Scale TCN: Exploring Better Temporal DNN Model for Causal Speech Enhancement INTERSPEECH 2020 Unsupervised Video Object Segmentation with Joint Hotspot Tracking ECCV 2020 MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020 Fair Multiple Decision Making Through Soft Interventions NIPS 2020 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 Counterfactual Fairness: Unidentification, Bound and Algorithm IJCAI 2019 Achieving Causal Fairness through Generative Adversarial Networks IJCAI 2019 PC-Fairness: A Unified Framework for Measuring Causality-based Fairness NIPS 2019 CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection CVPR 2019 Fast Video Object Segmentation via Dynamic Targeting Network ICCV 2019 Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection ICCV 2019 A Bi-Directional Message Passing Model for Salient Object Detection CVPR 2018 Achieving Non-Discrimination in Prediction IJCAI 2018 A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017 Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016 Natural Language Inference by Tree-Based Convolution and Heuristic Matching ACL 2016 Situation Testing-Based Discrimination Discovery: A Causal Inference Approach IJCAI 2016 Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups From Static Images CVPR 2016 How Transferable are Neural Networks in NLP Applications? EMNLP 2016 Discriminative Neural Sentence Modeling by Tree-Based Convolution EMNLP 2015 Speeding Up Tracking by Ignoring Features CVPR 2014 Structure Preserving Object Tracking CVPR 2013 Extracting Paraphrases of Technical Terms from Noisy Parallel Software Corpora IJCNLP 2009 Extracting Paraphrases of Technical Terms from Noisy Parallel Software Corpora ACL 2009