Yang Liu
助理教授
Researches computer vision, machine learning and cross-media analysis.
Yang Liu's lab at Peking works in Computer Vision. 67 papers since 2023, 2 at top venues, mostly Artificial Intelligence and EMNLP. Applications close .
At a glance
- papers, 2023–2026
- 17/ year
- at T1 venues
- 3%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 17 papers2026 · T1 0 · collecting
- 24 papers2025 · T1 1
- 17 papers2024 · T1 1
- 9 papers2023 · T1 0
T1 venuesOtherVenues: Artificial Intelligence, EMNLP
Research focuspaper titles that use each topic's words
- cross-media0 papers
- wangxuan0 papers
- wangxuan institute0 papers
- computer technology0 papers
- researches computer0 papers
Paper list
From the lab homepage.
202617 papers
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Anticipating Object Interactions Via Aggregation and Distillation of Spatio-Temporal Knowledge From Vision Language Models
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Confidence-Aware Pseudo-Label Self-Correction for Weakly Supervised Visual Grounding
- Forty- International Conference on Machine Learning (ICML)Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs
- Conference on Neural Information Processing Systems (NeurIPS)EVA: Evidence-seeking Visual Agent for Hallucination-Resistant Multimodal Reasoning
- ACM International Conference on Multimedia (ACM-MM)Explainable Deepfake Detection with Feature-robust Augmentation and Evidence-grounded Explanation Optimization
- ACM International Conference on Multimedia (ACM-MM)ID-VTG: Image-Disambiguated Video Temporal Grounding
- ACM International Conference on Multimedia (ACM-MM)Identity-Preserving Text-to-Video Generation via Agentic Enhancement and Semantic Repair
- European Conference on Computer Vision (ECCV)Music-to-Dance Generation via Atomic Movements
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)OmniVTG: A Large-Scale Dataset and Training Paradigm for open-World Video Temporal Grounding
- Conference on Neural Information Processing Systems (NeurIPS)PIS: Pose-Interpolation Smoothness for Skinning Weight Refinement
- ACM International Conference on Multimedia (ACM-MM)ReART: Reference-Guided Retrieval and Refinement for Emotion-Aware Art Generation
- ACM International Conference on Multimedia (ACM-MM)Rule-Compliant Visual Spatial Planning for Multimodal Large Language Models
202524 papers
- International Conference on Robotics and Automation (ICRA)3D Weakly Supervised Visual Grounding at Category and Instance Levels
- ACM International Conference on Multimedia (ACM-MM) Dataset TrackAdvancing 3D Scene Understanding with MV-ScanQA Multi-View Reasoning Evaluation and TripAlign Pre-training Dataset
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
- International Conference on Computer Vision (ICCV)AR-VRM: Imitating Human Motions for Visual Robot Manipulation with Analogical Reasoning
- International Conference on Machine Learning (ICML)Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer
- ACM International Conference on Multimedia (ACM-MM)Customized Human Object Interaction Image Generation
- International Conference on Computer Vision (ICCV)DisTime: Distribution-based Time Representation for Video Large Language Models
- Conference on Artificial Intelligence (AAAI)Generative Video Diffusion for Unseen Cross-Domain Video Moment Retrieval
- International Conference on Computer Vision (ICCV)Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding
- IEEE International Conference on Multimedia&Expo (ICME)Hierarchical Sub-action Tree for Continuous Sign Language Recognition
- ACM International Conference on Multimedia (ACM-MM)Identity-Preserving Text-to-Video Generation via Training-Free Prompt, Image, and Guidance Enhancement
202417 papers
- International Joint Conference on Artificial Intelligence (IJCAI)3D Vision and Language Pretraining with Large-Scale Synthetic Data
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Active Object Detection with Knowledge Aggregation and Distillation from Large Models
- Conference on Artificial Intelligence (AAAI)Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Diff-BGM: A Diffusion Model for Video Background Music Generation
- EMNLP (T1)Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge Yuxuan Wang, Yueqian Wang, Pengfei Wu, Jianxin Liang, Dongyan Zhao, Yang Liu, Zilong Zheng Empirical Methods in Natural Language Processing (EMNLP), 2024 [ PDF] [ Code] [ Bibtex]
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Evidential Multi-Source-Free Unsupervised Domain Adaptation
- European Conference on Computer Vision (ECCV)Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection
- IEEE Transactions on Multimedia (TMM)MAAN: Memory-Augmented Auto-regressive Network for Text-driven 3D Indoor Scene Generation
- Conference on Artificial Intelligence (AAAI)Novel Class Discovery in Chest X-Rays via Paired Images and Text
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)OED: Towards One-stage End-to-End Dynamic Scene Graph Generation
- ACM International Conference on Multimedia (ACM-MM)RelScene: A Benchmark and baseline for Spatial Relations in text-driven 3D Scene Generation
20239 papers
- International Conference on Computer Vision (ICCV)Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding
- International Conference on Computer Vision (ICCV)Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory
- Annual Meeting of the Association for Computational Linguistics (ACL)Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization
- IEEE Internet of Things JournalIoT-V2E: An Uncertainty-Aware Cross-Modal Hashing Retrieval Between Infrared-Videos and EEGs for Automated Sleep State Analysis Jianan Han , Aidong Men, Yang Liu, Ziming Yao, Shaoxing Zhang, Yan Yan, Qingchao Chen IEEE Internet of Things Journal, 2023
- International Conference on Computer Vision (ICCV)Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection
- International Conference on Computer Vision (ICCV)Moment Detection in Long Tutorial Videos
- Conference on Artificial Intelligence (AAAI)Phrase-level Temporal Relationship Mining for Temporal Sentence Localization
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
- IEEE Transactions on Image Processing (TIP)Uncertainty-induced transferability representation for source-free unsupervised domain adaptation
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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