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Ning Liu

39 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11)
πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (37) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (173) πŸ’Ž Century Club (35) ⚑ Prolific Year (5) ❓ The Questioner (2) πŸ”₯ Unstoppable (7)

Conferences

AAAI (11) NIPS (8) ICML (5) CVPR (4) ACL (3) EMNLP (2) ICCV (2) AISTATS (1) ICLR (1) IJCAI (1) RSS (1)

Papers

D2 Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness AAAI 2026 On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference ACL 2026 MedOmni-45Β°: A Safety–Performance Benchmark for Reasoning-Oriented LLMs in Medicine AAAI 2026 STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery ICML 2025 ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model EMNLP 2025 An Efficient Private GPT Never Autoregressively Decodes ICML 2025 RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation RSS 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws ICML 2024 Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024 AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NIPS 2024 Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery NIPS 2024 EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching NIPS 2024 EPSD: Early Pruning with Self-Distillation for Efficient Model Compression AAAI 2024 FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024 T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering AAAI 2024 Enhancing Learning-Based Binary Code Similarity Detection Model through Adversarial Training with Multiple Function Variants EMNLP 2024 An LLM can Fool Itself: A Prompt-Based Adversarial Attack ICLR 2024 INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation AISTATS 2023 ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector CVPR 2023 Domain Agnostic Fourier Neural Operators NIPS 2023 Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023 CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023 ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023 Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning ICML 2023 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ACL 2022 Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation NIPS 2022 Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NIPS 2021 MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NIPS 2021 Scalable Rule-Based Representation Learning for Interpretable Classification NIPS 2021 Shape Self-Correction for Unsupervised Point Cloud Understanding ICCV 2021 Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? ICML 2021 Universal Physical Camouflage Attacks on Object Detectors CVPR 2020 Transparent Classification with Multilayer Logical Perceptrons and Random Binarization AAAI 2020 AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020 ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding CVPR 2019