← Authors

Zheng Liu

72 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (3) 🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer πŸƒ Academic Marathon (8) 🀝 Dynamic Duo (22) πŸ† Grand Slam πŸ‘₯ Mega-Team (82) πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion (4) ❓ The Questioner (2) πŸ’Ž Century Club (68) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (320) ⚑ Prolific Year (5)

Conferences

ACL (17) EMNLP (16) AAAI (10) CVPR (7) NIPS (5) ICCV (4) ICLR (4) COLING (3) IJCAI (2) ACML (1) ECCV (1) ICML (1) INTERSPEECH (1)

Top co-authors

Shitao Xiao (23) Zhicheng Dou (13) Defu Lian (13) Xing Xie (10) Peitian Zhang (9) Bo Zhao (7) Yingxia Shao (6) Junjie Zhou (6) Chaozhuo Li (6) Kun Luo (5)

Keywords

information retrieval (14) dense retrieval (9) large language model (8) retrieval-augmented generation (8) language model (5) question answering (4) retrieval model (4) multimodal large language model (4) transfer learning (4) knowledge distillation (3) attention mechanism (3) multi-task learning (3) domain adaptation (3) benchmark evaluation (3) diffusion model (3) representation learning (3) document retrieval (3) zero-shot learning (2) contrastive learning (2) uncertainty quantification (2)

Papers

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