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Jiajun Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

78

Venues

33

Active years

2011–2026

Best venue rank

A*

Where they publish

Papers

78 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIBalanced Knowledge Distillation for Large Language Models with Mix-of-Experts.Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Ziyu Shang, Guozheng Li, Zijie Xu
2026AAAIOptimizing LoRA Allocation of MoE with the Alignment of Topic Correlation.Hengyuan Xu, Wenjun Ke, Yao He, Jiajun Liu, Dong Nie, Peng Wang, Ziyu Shang, Zijie Xu
2026AAAIBenchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models.Zijie Xu, Wenjun Ke, Peng Wang, Guozheng Li, Qingjian Ni, Jiajun Liu, Ziyu Shang, Jing Zhou
2026ACLRobust Membership Inference for Large Language Models under Adversarial Generative Corruption.Yuanhong Huang, Huili Wang, Xueying Bai, Jinrui Wang, Jiajun Liu, Ziqin Wang, Wanchun Ni, Shangguang Wang, Tao Qi
2026ACLFrom Outcome to Process: Optimizing MoE Load Balancing with MCTS.Wenjun Ke, Hengyuan Xu, Ziyu Shang, Yao He, Jiahao Wang, Zijie Xu, Peng Wang, Yuhang Lou, Jiajun Liu
2026ACLOn the Role of Discriminative Models in Generative Relation Extraction.Guozheng Li, Peng Wang, Zijie Xu, Jing Zhou, Jiajun Liu, Ziyu Shang
2026ACLKnowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation.Peiru Yang, Haoran Zheng, Tong Ju, Shiting Wang, Wanchun Ni, Jiajun Liu, Shangguang Wang, Yongfeng Huang, Tao Qi
2026ACLExploring Layer Activation Dynamic of CoT via Knowledge Probe.Chuanxin Zhang, Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Yankun Le, Sirui Liu, Zhaoyu Yang
2026ACLEmbodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks.Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Jiajun Liu, Weiming Lu, Peng Li, Yueting Zhuang
2026ACLCapability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts.Jing Zhou, Peng Wang, Wenjun Ke, Jiajun Liu, Yao He
2026SIGGRAPHMAViD: A Multimodal Framework for Audio-Visual Dialogue Understanding and Generation.Youxin Pang, Jiajun Liu, Lingfeng Tan, Yong Zhang, Feng Gao, Xiang Deng, Zhuoliang Kang, Xiaoming Wei, Yebin Liu
2026WWWUnlearning of Knowledge Graph Embedding via Preference Optimization.Jiajun Liu, Wenjun Ke, Peng Wang, Yao He, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji
2025ACLOn the Consistency of Commonsense in Large Language Models.Guozheng Li, Peng Wang, Wenjun Ke, Zijie Xu, Jiajun Liu, Ziyu Shang
2025ACLLLM-Guided Semantic-Aware Clustering for Topic Modeling.Jianghan Liu, Ziyu Shang, Wenjun Ke, Peng Wang, Zhizhao Luo, Jiajun Liu, Guozheng Li, Yining Li
2025ACLAcquisition and Application of Novel Knowledge in Large Language Models.Ziyu Shang, Jianghan Liu, Zhizhao Luo, Peng Wang, Wenjun Ke, Jiajun Liu, Zijie Xu, Guozheng Li
2025EMNLPRAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation.Ian Poey, Jiajun Liu, Qishuai Zhong
2025ICASSPExploring Meta Evidence for Prompt Optimization.Yao He, Jiajun Liu, Wenjun Ke, Peng Wang, Congda Xiao, Yining Li
2025ICCVQuantifying 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
2025ICDMBeyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation.Yi Zhang, Lili Xie, Ruihong Qiu, Jiajun Liu, Sen Wang
2025ICLRMedium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets.Yudong Chen, Xuwei Xu, Frank de Hoog, Jiajun Liu, Sen Wang
2025ICLRGeneral Scene Adaptation for Vision-and-Language Navigation.Haodong Hong, Yanyuan Qiao, Sen Wang, Jiajun Liu, Qi Wu
2025ICMLRePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers.Xuwei Xu, Yang Li, Yudong Chen, Jiajun Liu, Sen Wang
2025IJCAICan 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
2025IJCNNBuilding Efficient Segmentation Models from Large Open-Vocabulary Foundation Models Without Any Labels.Yang Li, Diqi Chen, Sen Wang, Brano Kusy, Jiajun Liu
2025ICRAEffective Tuning Strategies for Generalist Robot Manipulation Policies.Wenbo Zhang, Yang Li, Yanyuan Qiao, Siyuan Huang, Jiajun Liu, Feras Dayoub, Xiao Ma, Lingqiao Liu
2025SIGIRDARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic Reward.Yi Zhang, Ruihong Qiu, Xuwei Xu, Jiajun Liu, Sen Wang
2025WACVTokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm.Bingqing Zhang, Zhuo Cao, Heming Du, Xin Yu, Xue Li, Jiajun Liu, Sen Wang
2025WACVOn-the-Fly Object-aware Representative Point Selection in Point Cloud.Xiaoyu Zhang, Ziwei Wang, Hai Dong, Zhifeng Bao, Jiajun Liu
2024AAAITowards Continual Knowledge Graph Embedding via Incremental Distillation.Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu
2024AAAIOntoFact: 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
2024ACLBoosting Textural NER with Synthetic Image and Instructive Alignment.Jiahao Wang, Wenjun Ke, Peng Wang, Hang Zhang, Dong Nie, Jiajun Liu, Guozheng Li, Ziyu Shang
2024ADMABalanced Knowledge Distillation with Open-Domain Unlabeled Data for Named Entity Recognition.Chenxiao Wu, Wenjie Ye, Jiajun Liu, Peng Wang, Wenjun Ke
2024CIKMROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems.Yi Zhang, Ruihong Qiu, Jiajun Liu, Sen Wang
2024COLINGUnlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction.Guozheng Li, Wenjun Ke, Peng Wang, Zijie Xu, Ke Ji, Jiajun Liu, Ziyu Shang, Qiqing Luo
2024ECCVLLM as Copilot for Coarse-Grained Vision-and-Language Navigation.Yanyuan Qiao, Qianyi Liu, Jiajun Liu, Jing Liu, Qi Wu
2024IJCAIIncorporating Schema-Aware Description into Document-Level Event Extraction.Zijie Xu, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Ke Ji, Xiye Chen, Chenxiao Wu
2024IJCAIWhy Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts.Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu
2024IJCAIDomain-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
2024IJCAIRecall, 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
2024IJCAIMeta 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
2024IJCAIEmpirical Analysis of Dialogue Relation Extraction with Large Language Models.Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo
2024IJCAIReal-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
2024IJCAIFast 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
2024IJCAILearning 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
2024IJCNNEdge Deployable Online Domain Adaptation for Underwater Object Detection.Djamahl Etchegaray, Yadan Luo, Yang Li, Brendan Do, Jiajun Liu, Zi Huang, Branislav Kusy
2024ICRAA Detachable FBG-Based Contact Force Sensor for Capturing Gripper-Vegetable Interactions.Wenjie Lai, Jiajun Liu, Bing Rui Sim, Joel Ming Rui Tan, Chidanand Hegde, Shlomo Magdassi, Soo Jay Phee
2024PAKDDTowards Cost-Efficient Federated Multi-agent RL with Learnable Aggregation.Yi Zhang, Sen Wang, Zhi Chen, Xuwei Xu, Stano Funiak, Jiajun Liu
2024WACVGTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation.Xuwei Xu, Sen Wang, Yudong Chen, Yanping Zheng, Zhewei Wei, Jiajun Liu
2023AAAIIterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings.Jiajun Liu, Peng Wang, Ziyu Shang, Chenxiao Wu
2023DASFAAA Two-Stage Label Rectification Framework for Noisy Event Extraction.Zijie Xu, Peng Wang, Ziyu Shang, Jiajun Liu
2023DICTAPlug n' Play Channel Shuffle Module for Enhancing Tiny Vision Transformers.Xuwei Xu, Sen Wang, Yudong Chen, Jiajun Liu
2023ICCVDynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation.Quan Tang, Bowen Zhang, Jiajun Liu, Fagui Liu, Yifan Liu
2023ICCVGlobal 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
2023ICCVOCHID-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
2023ICTAIA cross-attention and Siamese network based model for off-topic detection.Cong Fan, Shen Guo, Aishan Wumaier, Jiajun Liu
2022ADMAEvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain.Vatsal Patel, Sutharshan Rajasegarar, Lei Pan, Jiajun Liu, Liming Zhu
2022CIDRMicro-architectural Analysis of OLAP Systems on Persistent Memory.Jie Liang Ang, Jefferson Chu, Hieu Le Trung, Jiajun Liu, Jiong He, Qian Lin, Bingsheng He
2022ICANNInvisibiliTee: Angle-Agnostic Cloaking from Person-Tracking Systems with a Tee.Yaxian Li, Bingqing Zhang, Guoping Zhao, Mingyu Zhang, Jiajun Liu, Ziwei Wang, Jirong Wen
2022KDDInstant Graph Neural Networks for Dynamic Graphs.Yanping Zheng, Hanzhi Wang, Zhewei Wei, Jiajun Liu, Sibo Wang
2022MOBICOMIn-situ data curation: a key to actionable AI at the edge.Brano Kusy, Jiajun Liu, Aninda Saha, Yang Li, Ross Marchant, Jeremy Oorloff, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Brendan Do, Joey Crosswell, Russel Babcock, Andy Steven, Megha Malpani, Ard Oerlemans
2022MOBICOMA real-time edge-AI system for reef surveys.Yang Li, Jiajun Liu, Brano Kusy, Ross Marchant, Brendan Do, Torsten Merz, Joey Crosswell, Andy Steven, Lachlan Tychsen-Smith, David Ahmedt-Aristizabal, Jeremy Oorloff, Peyman Moghadam, Russ Babcock, Megha Malpani, Ard Oerlemans
2022MOBICOMMulti-modal sensing for behaviour recognition.Ziwei Wang, Jiajun Liu, Reza Arablouei, Greg Bishop-Hurley, Melissa Matthews, Paulo Borges
2019ICDERUM: Network Representation Learning Using Motifs.Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen
2019ICRAA Novel Robotic Suturing System for Flexible Endoscopic Surgery.Lin Cao, Xiaoguo Li, Phuoc Thien Phan, Anthony Meng Huat Tiong, Jiajun Liu, Soo Jay Phee
2019ICRAPneumatically Actuated Deployable Tissue Distension Device for NOTES for Colon.Muneaki Miyasaka, Jiajun Liu, Lin Cao, Soo Jay Phee
2018ICPRSkip-Connected Deep Convolutional Autoencoder for Restoration of Document Images.Guoping Zhao, Jiajun Liu, Jiacheng Jiang, Hua Guan, Ji-Rong Wen
2018IJCNNImproving Person Re-identification by Body Parts Segmentation Generated by GAN.Guoping Zhao, Jiacheng Jiang, Jiajun Liu, Yanlei Yu, Ji-Rong Wen
2016EWSNInformation Bang for the Energy Buck: Towards Energy- and Mobility-Aware Tracking.Philipp Sommer, Jiajun Liu, Kun Zhao, Branislav Kusy, Raja Jurdak, Adam McKeown, David Westcott
2016ICDELearning abstract snippet detectors with Temporal embedding in convolutional neural Networks.Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Kai Zheng, Raja Jurdak
2015ICDEMulti-scale population and mobility estimation with geo-tagged Tweets.Jiajun Liu, Kun Zhao, Saeed Khan, Mark A. Cameron, Raja Jurdak
2015ICDEBounded Quadrant System: Error-bounded trajectory compression on the go.Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
2015ICDEInteractive Top-k Spatial Keyword queries.Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou
2014MDMHuman Mobility Prediction and Unobstructed Route Planning in Public Transport Networks.Shuo Shang, Danhuai Guo, Jiajun Liu, Kuien Liu
2014PAKDDSemi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation.Xiaojun Chang, Haoquan Shen, Sen Wang, Jiajun Liu, Xue Li
2013ICDEPresenting diverse location views with real-time near-duplicate photo elimination.Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang
2012ISPAAutonomic Resource Allocation in Virtualized Data Centers.Wei Zhang, Mingfa Zhu, Limin Xiao, Jiajun Liu, Qimeng Wu, Ying Song, Yuzhong Sun
2011DASFAAEfficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou
2011SIGMODEffective data co-reduction for multimedia similarity search.Zi Huang, Heng Tao Shen, Jiajun Liu, Xiaofang Zhou