Ye Liu

Perceive More with Less: LiDAR Point Cloud Compression at Just Recognizable Distortion for 3D Scene Understanding AAAI 2026 The Last Byte: Learning Just Enough for Machine-Oriented Image Compression AAAI 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025 VisionMath: Vision-Form Mathematical Problem-Solving ICCV 2025 DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation ICML 2025 SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025 Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ACL 2025 mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NIPS 2024 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding NIPS 2024 Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition NIPS 2024 Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024 DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024 R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding ECCV 2024 OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Federated Self-Explaining GNNs with Anti-shortcut Augmentations ICML 2024 k-t Self-Consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging MICCAI 2024 kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024 DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 Discrete Point-Wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition CVPR 2023 RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ACL 2023 Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation ICCV 2023 OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation CVPR 2023 Deep Hashing With Minimal-Distance-Separated Hash Centers CVPR 2023 Keep Skills in Mind: Understanding and Implementing Skills in Commonsense Question Answering IJCAI 2023 Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL 2023 CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023 VKIE: The Application of Key Information Extraction on Video Text EMNLP 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables IJCNLP 2023 Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables AACL 2023 Just Noticeable Visual Redundancy Forecasting: A Deep Multimodal-Driven Approach AAAI 2023 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022 Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022 Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack CVPR 2022 UMT: Unified Multi-Modal Transformers for Joint Video Moment Retrieval and Highlight Detection CVPR 2022 Disentangled Code Representation Learning for Multiple Programming Languages ACL 2021 Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation EACL 2021 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021 Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots EMNLP 2021 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021 Disentangled Code Representation Learning for Multiple Programming Languages IJCNLP 2021 Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform ICCV 2021 Guided Attention Network for Concept Extraction IJCAI 2021 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020 Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking IJCAI 2019 Beyond Binary Labels: Political Ideology Prediction of Twitter Users ACL 2017 Urban Water Quality Prediction Based on Multi-Task Multi-View Learning IJCAI 2016 Action2Activity: Recognizing Complex Activities from Sensor Data IJCAI 2015 Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015