| 2026 | AAAI | Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation. | Qisen Chai, Yansong Wang, Junjie Huang, Tao Jia |
| 2026 | AAAI | LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation. | Guo Chen, Junjie Huang, Huaijin Xie, Fei Sun, Tao Jia |
| 2026 | AAAI | SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context. | Shuyuan Lin, Hailiang Liao, Qiang Qi, Junjie Huang, Taotao Lai, Jian Weng |
| 2026 | AAAI | MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration. | Shuyuan Lin, Wenwu Peng, Junjie Huang, Qiang Qi, Miaohui Wang, Jian Weng |
| 2026 | KSEM | SWDNet: Knowledge-Driven Cross-Modal Network with Sliding Window Difference Modeling. | Junjie Huang, Renping Xie |
| 2026 | NDSS | SoK: Analysis of Accelerator TEE Designs. | Chenxu Wang, Junjie Huang, Yujun Liang, Xuanyao Peng, Yuqun Zhang, Fengwei Zhang, Jiannong Cao, Hang Lu, Rui Hou, Shoumeng Yan, Tao Wei, Zhengyu He |
| 2026 | WWW | Rise: A Retrieval-Augmented Generation Enhanced Immersive System for Education. | Guo Chen, Haowei Tang, Yan Wei, Yuming Wang, Haoyang Zhang, Yikang Hou, Maolin Zheng, Junjie Huang |
| 2026 | SIGIR | Inductive Dual-Polarity Modeling via Static-Dynamic Disentanglement for Dynamic Signed Networks. | Yikang Hou, Junjie Huang, Yijun Ran, Tao Jia |
| 2026 | SANER | Preserving Concurrency-Revealing Seeds in Fuzzing of Concurrent Programs via Tuple-Based Coverage Evaluation. | Junjie Huang, Cheng Wen, Jie Su, Zhiwu Xu, Bin Yu, Shengchao Qin, Cong Tian |
| 2025 | AAAI | Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs. | Junjie Huang, Jiarui Qin, Yong Yu, Weinan Zhang |
| 2025 | CCS | MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis. | Luming Yang, Lin Liu, Junjie Huang, Zhuotao Liu, Shiyu Liang, Shaojing Fu, Yongjun Wang |
| 2025 | CIKM | Generative Data Augmentation in Graph Contrastive Learning for Recommendation. | Yansong Wang, Qihui Lin, Junjie Huang, Tao Jia |
| 2025 | CVPR | Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection. | Yifan Chang, Junjie Huang, Xiaofeng Wang, Yun Ye, Zhujin Liang, Yi Shan, Dalong Du, Xingang Wang |
| 2025 | EMNLP | TempParaphraser: "Heating Up" Text to Evade AI-Text Detection through Paraphrasing. | Junjie Huang, Ruiquan Zhang, Jinsong Su, Yidong Chen |
| 2025 | ICCD | SecNPU: Securing LLM Inference on NPU. | Xuanyao Peng, Yinghao Yang, Shangjie Pan, Junjie Huang, Yujun Liang, Hang Lu, Fengwei Zhang, Xiaowei Li |
| 2025 | ICCV | Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection. | Lei Fan, Junjie Huang, Donglin Di, Anyang Su, Tianyou Song, Maurice Pagnucco, Yang Song |
| 2025 | ICCV | Distillation Improves Visual Place Recognition for Low Quality Images. | Anbang Yang, Ge Jin, Junjie Huang, Yao Wang, John-Ross Rizzo, Chen Feng |
| 2025 | ICIG | Video Frame Interpolation via Iterative Optical Flow Refinement with Latent Motion Feature. | Zhiqiang Jiang, Lin Liu, Tianrui Liu, Junjie Huang |
| 2025 | MICRO | ccAI: A Compatible and Confidential System for AI Computing. | Chenxu Wang, Danqing Tang, Changxu Ci, Junjie Huang, Yankai Xu, Fengwei Zhang, Jiannong Cao, Jie Song, Shoumeng Yan, Tao Wei, Zhengyu He |
| 2025 | WWW | Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations. | Junjie Huang, Jiarui Qin, Jianghao Lin, Ziming Feng, Weinan Zhang, Yong Yu |
| 2024 | ECCV | Detecting as Labeling: Rethinking LiDAR-Camera Fusion in 3D Object Detection. | Junjie Huang, Yun Ye, Zhujin Liang, Yi Shan, Dalong Du |
| 2024 | ECCV | Open-Vocabulary RGB-Thermal Semantic Segmentation. | Guoqiang Zhao, Junjie Huang, Xiaoyun Yan, Zhaojing Wang, Junwei Tang, Yangjun Ou, Xinrong Hu, Tao Peng |
| 2024 | IROS | LA-LIO: Robust Localizability-Aware LiDAR-Inertial Odometry for Challenging Scenes. | Junjie Huang, Yunzhou Zhang, Qingdong Xu, Song Wu, Jun Liu, Guiyuan Wang, Wei Liu |
| 2024 | ICRA | L-VIWO: Visual-Inertial-Wheel Odometry based on Lane Lines. | Bin Zhao, Yunzhou Zhang, Junjie Huang, Xichen Zhang, Zeyu Long, Yulong Li |
| 2024 | ICSE | FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. | Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu |
| 2024 | ICSE | Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach. | Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu |
| 2024 | IGARSS | Millimeter Wave Radar Gesture Recognition Based on ECC. | Junjie Huang, Longxiang Jiao, Chenfeng Zhou, Han Li |
| 2024 | ISSRE | Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis. | Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu |
| 2024 | ISSTA | A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We? | Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu |
| 2024 | IWQoS | ExpMD: an Explainable Framework for Traffic Identification Based on Multi-Domain Features. | Luming Yang, Yongjun Wang, Lin Liu, Junjie Huang, Shaojing Fu |
| 2024 | WWW | Recall-Augmented Ranking: Enhancing Click-Through Rate Prediction Accuracy with Cross-Stage Data. | Junjie Huang, Guohao Cai, Jieming Zhu, Zhenhua Dong, Ruiming Tang, Weinan Zhang, Yong Yu |
| 2023 | ACL | HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification. | He Zhu, Chong Zhang, Junjie Huang, Junran Wu, Ke Xu |
| 2023 | CGI | A HRNet-Transformer Network Combining Recurrent-Tokens for Remote Sensing Image Change Detection. | Tao Peng, Lingjie Hu, Junjie Huang, Junping Liu, Ping Zhu, Xingrong Hu, Ruhan He |
| 2023 | DASFAA | Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation. | Junjie Huang, Qi Cao, Ruobing Xie, Shaoliang Zhang, Feng Xia, Huawei Shen, Xueqi Cheng |
| 2023 | ICASSP | Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings. | Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti |
| 2023 | ICRA | HFT: Lifting Perspective Representations via Hybrid Feature Transformation for BEV Perception. | Jiayu Zou, Zheng Zhu, Junjie Huang, Tian Yang, Guan Huang, Xingang Wang |
| 2023 | KDD | ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop. | Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang |
| 2023 | PERCOM | MSQA: An Unsupervised Domain-Adapted Question Answering Method Based on Multiple Source Domains. | Tao Peng, Xincheng Zhang, Junjie Huang, Junping Liu, Xinrong Hu, Ruhan He |
| 2023 | PRICAI | SLSNet: Weakly-Supervised Skin Lesion Segmentation Network with Self-attentions. | Songwen Pei, Junjie Huang |
| 2022 | EMNLP | CodeExp: Explanatory Code Document Generation. | Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan |
| 2022 | EMNLP | Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA. | Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan |
| 2022 | ICONIP | Transfer Learning Based Long Short-Term Memory Network for Financial Time Series Forecasting. | Ruibin Lin, Dabin Zhang, Liwen Ling, Junjie Huang, Guotao Cai |
| 2022 | IJCAI | Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering. | Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan |
| 2022 | WWW | Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior Data. | Jiarui Jin, Xianyu Chen, Weinan Zhang, Junjie Huang, Ziming Feng, Yong Yu |
| 2022 | WACV | Compensation Tracker: Reprocessing Lost Object for Multi-Object Tracking. | Zhibo Zou, Junjie Huang, Ping Luo |
| 2021 | AAAI | SDGNN: Learning Node Representation for Signed Directed Networks. | Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng |
| 2021 | AAAI | SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation. | Jiabin Zhang, Zheng Zhu, Jiwen Lu, Junjie Huang, Guan Huang, Jie Zhou |
| 2021 | ACL | CoSQA: 20, 000+ Web Queries for Code Search and Question Answering. | Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou, Nan Duan |
| 2021 | AI | extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. | Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu |
| 2021 | CIKM | Signed Bipartite Graph Neural Networks. | Junjie Huang, Huawei Shen, Qi Cao, Shuchang Tao, Xueqi Cheng |
| 2021 | CIKM | Single Node Injection Attack against Graph Neural Networks. | Shuchang Tao, Qi Cao, Huawei Shen, Junjie Huang, Yunfan Wu, Xueqi Cheng |
| 2021 | CVPR | WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition. | Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jiwen Lu, Dalong Du, Jie Zhou |
| 2021 | EMNLP | WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach. | Junjie Huang, Duyu Tang, Wanjun Zhong, Shuai Lu, Linjun Shou, Ming Gong, Daxin Jiang, Nan Duan |
| 2021 | ICWSM | SIGNLENS: A Tool for Analyzing People's Polarization Social Relationship Based on Signed Graph Modeling. | Junjie Huang, Huawei Shen, Xueqi Cheng |
| 2021 | ICWSM | How Medical Crowdfunding Helps People? A Large-scale Case Study on the Waterdrop Fundraising. | Junjie Huang, Huawei Shen, Qi Cao, Li Cai, Xueqi Cheng |
| 2020 | CEC | A Cone Decomposition Evolutionary Algorithm with Dominance-based Archive for Many-objective Optimization Problems with Irregular Fronts. | Weiqin Ying, Junjie Huang, Yu Wu, Yali Deng, Yanqi Lan |
| 2020 | CVPR | The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation. | Junjie Huang, Zheng Zhu, Feng Guo, Guan Huang |
| 2020 | FCCM | High-Performance Parallel Radix Sort on FPGA. | Bashar Romanous, Mohammadreza Rezvani, Junjie Huang, Daniel Wong, Evangelos E. Papalexakis, Vassilis J. Tsotras, Walid A. Najjar |
| 2020 | SIGIR | Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification. | Bingbing Xu, Junjie Huang, Liang Hou, Huawei Shen, Jinhua Gao, Xueqi Cheng |
| 2019 | ACL | Modeling Semantic Compositionality with Sememe Knowledge. | Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun |
| 2019 | ICANN | Signed Graph Attention Networks. | Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng |
| 2018 | ICASSP | U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression. | Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti |
| 2018 | IECON | A Novelty Crawling Robot with Hybrid Locomotion. | Haozhen Chi, Junjie Huang, Qinyuan Ren |
| 2017 | DASFAA | What Decides the Dropout in MOOCs? | Xiaohang Lu, Shengqing Wang, Junjie Huang, Wenguang Chen, Zengwang Yan |
| 2013 | UIC | DE2: Localization with the Rotating RSS Using a Single Beacon. | Liqing Ren, Xiaojiang Chen, Junjie Huang, Tianzhang Xing, Weike Nie, Chen Liu, Dingyi Fang |
| 2012 | ICARCV | Improvement in real-time obstacle detection system for USV. | Han Wang, Zhuo Wei, Chek Seng Ow, Kah Tong Ho, Benjamin Feng, Junjie Huang |
| 2008 | CSCWD | Multi-Granularity Modeling of virtual prototyping in collaborative product design. | Junjie Huang, Heming Zhang |