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Lei Xu

41 papers · 2012–2026 · 13 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (13)
🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (73) 🀝 Dynamic Duo (14) πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ’Ž Century Club (36) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (168) πŸ”₯ Unstoppable (7)

Conferences

AAAI (13) IJCAI (8) NIPS (4) ICLR (3) ACL (2) ICML (2) MICCAI (2) NSDI (2) AACL (1) EACL (1) EMNLP (1) MIDL (1) NAACL (1)

Papers

Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026 Full-Atom Peptide Design via Riemannian–Euclidean Bayesian Flow Networks AAAI 2026 SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026 Non-Salient Object Segmentation in Medical Images via Pre-trained Multi-Granularity Masked Autoencoders MICCAI 2025 Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations ICLR 2025 Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge ICLR 2025 CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs AAAI 2025 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025 Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning AAAI 2025 Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability ICLR 2025 A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders MIDL 2025 TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes ACL 2025 Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024 SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling NIPS 2024 Multilevel Attention Network with Semi-supervised Domain Adaptation for Drug-Target Prediction AAAI 2024 ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ACL 2024 Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization EMNLP 2024 SketchEdit: Editing Freehand Sketches at the Stroke-Level IJCAI 2024 Self-Supervised Learning for Enhancing Spatial Awareness in Free-Hand Sketches IJCAI 2024 Cardiac Physiology Knowledge-driven Diffusion Model for Contrast-free Synthesis Myocardial Infarction Enhancement MICCAI 2024 Efficient Top-K Feature Selection Using Coordinate Descent Method AAAI 2023 GLPocket: A Multi-Scale Representation Learning Approach for Protein Binding Site Prediction IJCAI 2023 Generalized Weighted Path Consistency for Mastering Atari Games NIPS 2023 Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy NIPS 2023 Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023 Boomerang: Metadata-Private Messaging under Hardware Trust NSDI 2023 Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation AAAI 2023 Efficient Learning for AlphaZero via Path Consistency ICML 2022 Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022 R&R: Metric-guided Adversarial Sentence Generation AACL 2022 Exploring the Universal Vulnerability of Prompt-based Learning Paradigm NAACL 2022 IA-GM: A Deep Bidirectional Learning Method for Graph Matching AAAI 2021 DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021 Discrete Biorthogonal Wavelet Transform Based Convolutional Neural Network for Atrial Fibrillation Diagnosis from Electrocardiogram IJCAI 2020 Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm AAAI 2019 Modeling Tabular data using Conditional GAN NIPS 2019 Election with Bribe-Effect Uncertainty: A Dichotomy Result IJCAI 2019 Input Convex Neural Networks ICML 2017 Joint Learning of Character and Word Embeddings IJCAI 2015 OSA: An Optical Switching Architecture for Data Center Networks with Unprecedented Flexibility NSDI 2012