Jie Liu

Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026 Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model (Abstract Reprint) AAAI 2026 ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026 Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models ACL 2026 TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026 CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction AAAI 2026 Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot AAAI 2026 Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026 Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026 Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models ACL 2026 COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 Learning to Generate Structured Meshes with In-Context: Toward Generalization in Mesh Generation AAAI 2026 HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning ACL 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026 Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ACL 2026 STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training ACL 2026 SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing AACL 2025 Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025 GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025 The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ACL 2025 T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025 Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025 QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction NAACL 2025 Paired Image Generation with Diffusion-Guided Diffusion Models MICCAI 2025 SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing IJCNLP 2025 PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction ICML 2025 Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes ICML 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025 Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression CVPR 2025 AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning CVPR 2025 CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution CVPR 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025 Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025 E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025 KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025 Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task EMNLP 2025 Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025 DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching AAAI 2025 Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025 K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach AAAI 2025 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024 Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024 DDK: Distilling Domain Knowledge for Efficient Large Language Models NIPS 2024 Sketch and Refine: Towards Fast and Accurate Lane Detection AAAI 2024 LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024 A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024 Hierarchical Aligned Multimodal Learning for NER on Tweet Posts AAAI 2024 THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024 Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024 Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024 AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024 Click Prompt Learning with Optimal Transport for Interactive Segmentation ECCV 2024 GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation ECCV 2024 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation INTERSPEECH 2024 GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph MICCAI 2024 Domain Adaptation with Cauchy-Schwarz Divergence UAI 2024 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape ICCV 2023 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 Video Frame Interpolation with Densely Queried Bilateral Correlation IJCAI 2023 Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023 TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition INTERSPEECH 2023 Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors RSS 2023 AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023 ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023 From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-resolution AAAI 2023 CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection ICCV 2023 Robust Object Modeling for Visual Tracking ICCV 2023 Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection COLING 2022 Multi-Scale Distillation from Multiple Graph Neural Networks AAAI 2022 MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022 SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022 Unknown-Oriented Learning for Open Set Domain Adaptation ECCV 2022 Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection ICLR 2022 Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021 Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 IJCNLP 2021 Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021 Federated Learning with Dynamic Transformer for Text to Speech INTERSPEECH 2021 Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction AAAI 2021 Inception Convolution With Efficient Dilation Search CVPR 2021 Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ICCV 2021 Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction IJCAI 2020 Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020 Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL 2020 Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection ECCV 2020 Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction ACL 2020 Residual Feature Aggregation Network for Image Super-Resolution CVPR 2020 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020 Network Embedding with Dual Generation Tasks IJCAI 2019 Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018 SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient ICML 2017 PHD: A Probabilistic Model of Hybrid Deep Collaborative Filtering for Recommender Systems ACML 2017 Structure-Leveraged Methods in Breast Cancer Risk Prediction JMLR 2016 FastRoute: A Scalable Load-Aware Anycast Routing Architecture for Modern CDNs NSDI 2015 Multiple Testing under Dependence via Semiparametric Graphical Models ICML 2014 DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps NSDI 2014 Learning Heterogeneous Hidden Markov Random Fields AISTATS 2014 Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NIPS 2013 Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution CONLL 2012 High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012