Zheng Liu

AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse ACL 2026 AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network CVPR 2026 ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ACL 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 Guiding Point Cloud Denoising with Learned Structural Priors AAAI 2026 Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token’s Nature ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 MoEGaze: A Mixture of Experts Approach for Generalizable Gaze Estimation AAAI 2026 OmniGen2: Towards Instruction-Aligned Multimodal Generation CVPR 2026 ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval ACL 2026 Reinforcing Agentic Search Via Reward Density Optimization ACL 2026 Render-to-Adapt: Unsupervised Personal Adaptation for Gaze Estimation CVPR 2026 RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026 Routing on Demand: DSNet for Efficient Progressive Point Cloud Denoising CVPR 2026 SpatialDiff: 3D-Aware Object Movement via Implicit Spatial Modeling CVPR 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ACL 2026 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025 AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels EMNLP 2025 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 Enhancing Spectral GNNs: From Topology and Perturbation Perspectives ICML 2025 Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling IJCAI 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 Learning to See in the Extremely Dark ICCV 2025 Long Context Compression with Activation Beacon ICLR 2025 Making Text Embedders Few-Shot Learners ICLR 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025 MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers ICCV 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 Noisy Label Calibration for Multi-View Classification AAAI 2025 OmniGen: Unified Image Generation CVPR 2025 Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025 SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? ICCV 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025 You Should Learn to Stop Denoising on Point Clouds in Advance AAAI 2025 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024 Grounding Language Model with Chunking-Free In-Context Retrieval ACL 2024 INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization EMNLP 2024 RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024 VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL 2024 A Self-training Framework for Automated Medical Report Generation EMNLP 2023 Document Image Shadow Removal Guided by Color-Aware Background CVPR 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 Lightweight Transformer for Multi-Modal Object Detection (Student Abstract) AAAI 2023 Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP 2023 RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023 A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022 A Neural Corpus Indexer for Document Retrieval NeurIPS 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022 Recommender Forest for Efficient Retrieval NeurIPS 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs ACL 2022 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NeurIPS 2021 Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021 Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP 2021 All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling ECCV 2020 Fine-grained Interest Matching for Neural News Recommendation ACL 2020 Sampling-Decomposable Generative Adversarial Recommender NeurIPS 2020 Feedback Network for Image Super-Resolution CVPR 2019 Hi-Fi Ark: Deep User Representation via High-Fidelity Archive Network IJCAI 2019 Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders ACML 2019 Neural News Recommendation with Long- and Short-term User Representations ACL 2019 Vehicle Re-Identification With Viewpoint-Aware Metric Learning ICCV 2019 Speaker Direction-of-Arrival Estimation Based on Frequency-Independent Beampattern Interspeech 2017