Liu, Jiajun

29 publications

IJCAI 2025 Can Large Models Teach Student Models to Solve Mathematical Problems like Human Beings? a Reasoning Distillation Method via Multi-LoRA Interaction Xinhe Li, Jiajun Liu, Peng Wang

NeurIPS 2025 Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation Wenbo Zhang, Tianrun Hu, Hanbo Zhang, Yanyuan Qiao, Yuchu Qin, Yang Li, Jiajun Liu, Tao Kong, Lingqiao Liu, Xiao Ma

ICLR 2025 General Scene Adaptation for Vision-and-Language Navigation Haodong Hong, Yanyuan Qiao, Sen Wang, Jiajun Liu, Qi Wu

ICLR 2025 Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets Yudong Chen, Xuwei Xu, Frank de Hoog, Jiajun Liu, Sen Wang

WACV 2025 On-the-Fly Object-Aware Representative Point Selection in Point Cloud Xiaoyu Zhang, Ziwei Wang, Hai Dong, Zhifeng Bao, Jiajun Liu

ICCV 2025 Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization Bingqing Zhang, Zhuo Cao, Heming Du, Yang Li, Xue Li, Jiajun Liu, Sen Wang

ICML 2025 RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers Xuwei Xu, Yang Li, Yudong Chen, Jiajun Liu, Sen Wang

WACV 2025 TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm Bingqing Zhang, Zhuo Cao, Heming Du, Xin Yu, Xue Li, Jiajun Liu, Sen Wang

IJCAI 2024 Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-Shot Hierarchical Text Classification Ke Ji, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang

IJCAI 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo

IJCAI 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA Jiajun Liu, Wenjun Ke, Peng Wang, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li

WACV 2024 GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation Xuwei Xu, Sen Wang, Yudong Chen, Yanping Zheng, Zhewei Wei, Jiajun Liu

IJCAI 2024 Incorporating Schema-Aware Description into Document-Level Event Extraction Zijie Xu, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Ke Ji, Xiye Chen, Chenxiao Wu

ECCV 2024 LLM as Copilot for Coarse-Grained Vision-and-Language Navigation Yanyuan Qiao, Qianyi Liu, Jiajun Liu, Jing Liu, Qi Wu

IJCAI 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning Ziyu Shang, Peng Wang, Wenjun Ke, Jiajun Liu, Hailang Huang, Guozheng Li, Chenxiao Wu, Jianghan Liu, Xiye Chen, Yining Li

IJCAI 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu

AAAI 2024 OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning Ziyu Shang, Wenjun Ke, Nana Xiu, Peng Wang, Jiajun Liu, Yanhui Li, Zhizhao Luo, Ke Ji

IJCAI 2024 Real-Time Multi-Modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring Jia Syuen Lim, Ziwei Wang, Jiajun Liu, Abdelwahed Khamis, Reza Arablouei, Robert Barlow, Ryan McAllister

IJCAI 2024 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu

AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu

NeurIPS 2024 Unveiling LoRA Intrinsic Ranks via Salience Analysis Wenjun Ke, Jiahao Wang, Peng Wang, Jiajun Liu, Dong Nie, Guozheng Li, Yining Li

IJCAI 2024 Why Only Text: Empowering Vision-and-Language Navigation with Multi-Modal Prompts Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu

ICCV 2023 Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation Quan Tang, Bowen Zhang, Jiajun Liu, Fagui Liu, Yifan Liu

ICCV 2023 Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Kunyang Han, Yong Liu, Jun Hao Liew, Henghui Ding, Jiajun Liu, Yitong Wang, Yansong Tang, Yujiu Yang, Jiashi Feng, Yao Zhao, Yunchao Wei

AAAI 2023 IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings Jiajun Liu, Peng Wang, Ziyu Shang, Chenxiao Wu

ICCV 2023 OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision Shujie Zhang, Tianyue Zheng, Zhe Chen, Jingzhi Hu, Abdelwahed Khamis, Jiajun Liu, Jun Luo

NeurIPS 2023 SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Mengyu Wang, Henghui Ding, Jun Hao Liew, Jiajun Liu, Yao Zhao, Yunchao Wei

NeurIPS 2022 Improved Feature Distillation via Projector Ensemble Yudong Chen, Sen Wang, Jiajun Liu, Xuwei Xu, Frank de Hoog, Zi Huang

ECML-PKDD 2017 A Novel Framework for Online Sales Burst Prediction Rui Chen, Jiajun Liu