| 2026 | AAAI | Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection. | Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee |
| 2026 | ACL | ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring. | Deyi Ji, Junyu Lu, Xuanyi Liu, Liqun Liu, Hailong Zhang, Peng Shu, Huan Yu, Jie Jiang, Tianrun Chen, Lanyun Zhu |
| 2026 | SIGIR | Decoding Multimodal Cues: Unveiling the Implicit Meaning Behind Hateful Videos. | Junyu Lu, Deyi Ji, Liqun Liu, Xiaokun Zhang, Youlin Wu, Roy Ka-Wei Lee, Peng Shu, Huan Yu, Jie Jiang, Bo Xu, Liang Yang, Hongfei Lin |
| 2026 | WoWMoM | Split CNN Inference on Networked Microcontrollers. | Junyu Lu, Shashwath Suresh, Hao Liu, Qi Hong, Qing Wang |
| 2025 | AAAI | VERSE: Verification-based Self-Play for Code Instructions. | Hao Jiang, Qi Liu, Rui Li, Yuze Zhao, Yixiao Ma, Shengyu Ye, Junyu Lu, Yu Su |
| 2025 | AAAI | GenAL: Generative Agent for Adaptive Learning. | Rui Lv, Qi Liu, Weibo Gao, Haotian Zhang, Junyu Lu, Linbo Zhu |
| 2025 | ACL | STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection. | Zewen Bai, Liang Yang, Shengdi Yin, Junyu Lu, Jingjie Zeng, Haohao Zhu, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement. | Junyu Lu, Kai Ma, Kaichun Wang, Kelaiti Xiao, Roy Ka-Wei Lee, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | ACL | CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval. | Heng Yu, Junfeng Kang, Rui Li, Qi Liu, Liyang He, Zhenya Huang, Shuanghong Shen, Junyu Lu |
| 2025 | CW | Dual Fine-Tuning and Dual Alignment Training for Medical Language Models. | Junyu Lu, Zehua Chen |
| 2025 | EMNLP | BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment. | Jiaqi Duan, Xiaoda Yang, Kaixuan Luan, Hongshun Qiu, Weicai Yan, Xueyi Zhang, Youliang Zhang, Zhaoyang Li, Donglin Huang, Junyu Lu, Ziyue Jiang, Xifeng Yang |
| 2025 | ICASSP | Towards Patronizing and Condescending Language in Chinese Videos: A Multimodal Dataset and Detector. | Hongbo Wang, Junyu Lu, Yan Han, Kai Ma, Liang Yang, Hongfei Lin |
| 2025 | IJCAI | WDMIR: Wavelet-Driven Multimodal Intent Recognition. | Weiyin Gong, Kai Zhang, Yanghai Zhang, Qi Liu, Xinjie Sun, Junyu Lu, Linbo Zhu |
| 2025 | IJCAI | CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models. | Yi Zhan, Qi Liu, Weibo Gao, Zheng Zhang, Tianfu Wang, Shuanghong Shen, Junyu Lu, Zhenya Huang |
| 2025 | Interspeech | MelRe: Vision-Based Mel-Spectrogram Restoration. | Kaixuan Luan, Xiaoda Yang, Shile Cai, Ruofan Hu, Minghui Fang, Wenrui Liu, Jialong Zuo, Jiaqi Duan, Yuhang Ma, Junyu Lu |
| 2025 | KDD | Multimodal Conditional Retrieval with High Controllability. | Xiaoda Yang, Xize Cheng, Minghui Fang, Hongshun Qiu, Yuhang Ma, Junyu Lu, Jiaqi Duan, Sihang Cai, Zehan Wang, Ruofan Hu, Dongjie Fu, Zhou Zhao, Tao Jin |
| 2025 | NAACL | Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition. | Haohao Zhu, Xiaokun Zhang, Zeyuan Zeng, Junyu Lu, Zewen Bai, Liang Yang, Hongfei Lin |
| 2025 | WWW | Intelligent Interaction Platform for Personalized Digital Tutor: Advancing Empathetic and Adaptive Learning Experiences. | Kai Zhang, Weiyin Gong, Qi Liu, Junyu Lu, Meikai Bao, Xukai Liu, Linbo Zhu, Enhong Chen |
| 2025 | SIGIR | Is Having Rationales Enough? Rethinking Knowledge Enhancement for Multimodal Hateful Meme Detection. | Junyu Lu, Bo Xu, Xiaokun Zhang, Haohao Zhu, Kaichun Wang, Liang Yang, Hongfei Lin |
| 2024 | COLING | Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect. | Junyu Lu, Bo Xu, Xiaokun Zhang, Kaiyuan Liu, Dongyu Zhang, Liang Yang, Hongfei Lin |
| 2024 | DASFAA | Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. | Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su |
| 2024 | DASFAA | Unlocking the Potential of Large Language Models for Explainable Recommendations. | Yucong Luo, Mingyue Cheng, Hao Zhang, Junyu Lu, Enhong Chen |
| 2024 | EMNLP | Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models. | Rui Li, Qi Liu, Liyang He, Zheng Zhang, Hao Zhang, Shengyu Ye, Junyu Lu, Zhenya Huang |
| 2024 | EMNLP | PclGPT: A Large Language Model for Patronizing and Condescending Language Detection. | Hongbo Wang, Mingda Li, Junyu Lu, Hebin Xia, Liang Yang, Bo Xu, Ruizhu Liu, Hongfei Lin |
| 2023 | ACL | Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks. | Junyu Lu, Bo Xu, Xiaokun Zhang, Changrong Min, Liang Yang, Hongfei Lin |
| 2023 | ACL | UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective. | Yang Ping, Junyu Lu, Ruyi Gan, Junjie Wang, Yuxiang Zhang, Pingjian Zhang, Jiaxing Zhang |
| 2022 | COLING | Flat Multi-modal Interaction Transformer for Named Entity Recognition. | Junyu Lu, Dixiang Zhang, Jiaxing Zhang, Pingjian Zhang |
| 2022 | ICASSP | Local Context Interaction-Aware Glyph-Vectors for Chinese Sequence Tagging. | Junyu Lu, Pingjian Zhang |
| 2020 | LREC | SiNER: A Large Dataset for Sindhi Named Entity Recognition. | Wazir Ali, Junyu Lu, Zenglin Xu |
| 2020 | SIGIR | Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation. | Junyu Lu, Xiancong Ren, Yazhou Ren, Ao Liu, Zenglin Xu |
| 2020 | SIGIR | Read, Attend, and Exclude: Multi-Choice Reading Comprehension by Mimicking Human Reasoning Process. | Chenbin Zhang, Congjian Luo, Junyu Lu, Ao Liu, Bing Bai, Kun Bai, Zenglin Xu |
| 2019 | ACL | Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection. | Junyu Lu, Chenbin Zhang, Zeying Xie, Guang Ling, Tom Chao Zhou, Zenglin Xu |
| 2019 | CIKM | Machine Reading Comprehension: Matching and Orders. | Ao Liu, Lizhen Qu, Junyu Lu, Chenbin Zhang, Zenglin Xu |