← Authors

Lu Zhang

81 papers · 2009–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (18) πŸ—ΊοΈ Taxonomy Completionist (103) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (16) 🧭 Keyword Pioneer 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ”₯ Unstoppable (13) πŸš€ Conference Pioneer ⚑ Prolific Year (7) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (299) πŸ’Ž Century Club (76) πŸ“ˆ Trend Setter

Conferences

AAAI (14) IJCAI (12) CVPR (10) MICCAI (7) EMNLP (7) NIPS (4) ICLR (4) ICCV (4) ACL (4) ICML (3) EACL (2) IJCNLP (2) INTERSPEECH (2) ECCV (1) COLING (1) AISTATS (1) JMLR (1) NAACL (1) AACL (1)

Top co-authors

Huchuan Lu (11) Xintao Wu (9) Yongkai Wu (9) Zeyu Sun (7) Shuigeng Zhou (7) You He (7) Lili Mou (7) Yingfei Xiong (7) Yanjun Lyu (6) Ge Li (6)

Keywords

causal inference (10) large language model (5) semantic segmentation (4) code generation (4) graph neural network (4) zero-shot learning (3) neural network (3) video object segmentation (3) adversarial attack (3) counterfactual fairness (3) transfer learning (3) speech enhancement (2) continual learning (2) constrained optimization (2) multi-task learning (2) object tracking (2) graph embedding (2) attention mechanism (2) feature extraction (2) contrastive learning (2)

Papers

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
MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training AAAI 2026
Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code EACL 2026
A Unified Continuous Staging Framework for Alzheimer’s Disease and Lewy Body Dementia via Hierarchical Anatomical Features MICCAI 2025
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding AAAI 2025
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms AISTATS 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
Sample Efficient Alignment Learning With Episodic Control EMNLP 2025
A Causal Lens for Learning Long-term Fair Policies ICLR 2025
Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025
GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction ICML 2025
Optimal Information Retention for Time-Series Explanations ICML 2025
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification MICCAI 2025
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer MICCAI 2025
Oblique Genomics Mixture of Experts: Prediction of Brain Disorder With Aging-Related Changes of Brain’s Structural Connectivity Under Genomic Influences MICCAI 2025
Towards Interpretable Counterfactual Generation via Multimodal Autoregression MICCAI 2025
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024
Long-Term Fair Decision Making through Deep Generative Models AAAI 2024
Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws ICML 2024
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel ICLR 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024
CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis MICCAI 2024
Gyri vs. Sulci: Core-Periphery Organization in Functional Brain Networks MICCAI 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 Counterfactual Fairness for Causal Bandit AAAI 2022
Generating Textual Adversaries with Minimal Perturbation EMNLP 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 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
You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022
Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022
Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations AACL 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
Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss CVPR 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NIPS 2021
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021
Weakly-supervised Text Classification Based on Keyword Graph EMNLP 2021
A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021
Fair Multiple Decision Making Through Soft Interventions NIPS 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation AAAI 2020
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
Multi-Scale TCN: Exploring Better Temporal DNN Model for Causal Speech Enhancement INTERSPEECH 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Unsupervised Video Object Segmentation with Joint Hotspot Tracking ECCV 2020
CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection CVPR 2019
A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019
Achieving Causal Fairness through Generative Adversarial Networks IJCAI 2019
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection ICCV 2019
Counterfactual Fairness: Unidentification, Bound and Algorithm IJCAI 2019
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness NIPS 2019
Fast Video Object Segmentation via Dynamic Targeting Network ICCV 2019
Achieving Non-Discrimination in Prediction IJCAI 2018
A Bi-Directional Message Passing Model for Salient Object Detection CVPR 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
How Transferable are Neural Networks in NLP Applications? EMNLP 2016
Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups From Static Images CVPR 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 ACL 2009
Extracting Paraphrases of Technical Terms from Noisy Parallel Software Corpora IJCNLP 2009