| 2026 | AAAI | Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture. | Tianhao Fu, Xinxin Xu, Weichen Xu, Jue Chen, Ruilong Ren, Bowen Deng, Xinyu Zhao, Jian Cao, Xixin Cao |
| 2026 | AAAI | Vulnerability-Aware Robust Multimodal Adversarial Training. | Junrui Zhang, Xinyu Zhao, Jie Peng, Chenjie Wang, Jianmin Ji, Tianlong Chen |
| 2026 | ACL | Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction. | Xu Shen, Qi Zhang, Song Wang, Zhen Tan, Xinyu Zhao, Laura Yao, Vaishnav Tadiparthi, Hossein Nourkhiz Mahjoub, Ehsan Moradi-Pari, Kwonjoon Lee, Tianlong Chen |
| 2026 | ACL | Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations. | Xinyu Zhao, Kangqi Ni, Jie Peng, Ang Li, Tianlong Chen |
| 2026 | ACL | Demystify the Role of Memory in Machine Learning Engineering Agents. | Xinyu Zhao, Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Jiarui Sun, Yan Zheng, Mahashweta Das, Tianlong Chen |
| 2026 | EACL | Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations. | Zijie Liu, Xinyu Zhao, Jie Peng, Jinhao Duan, Zhuangdi Zhu, Qingyu Chen, Kaidi Xu, Xia Hu, Tianlong Chen |
| 2025 | AAAI | BrainMAP: Learning Multiple Activation Pathways in Brain Networks. | Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li |
| 2025 | ACL | UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging. | Huaizhi Qu, Xinyu Zhao, Jie Peng, Kwonjoon Lee, Behzad Dariush, Tianlong Chen |
| 2025 | CIKM | GraphRCG: Self-Conditioned Graph Generation. | Song Wang, Zhen Tan, Xinyu Zhao, Tianlong Chen, Huan Liu, Jundong Li |
| 2025 | CVPR | Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation. | Xinyu Zhao, Jun Xie, Shengzhe Chen, Jun Liu |
| 2025 | EMNLP | Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework. | Yuhang Chen, Zhen Tan, Ajay Kumar Jaiswal, Huaizhi Qu, Xinyu Zhao, Qi Lin, Yu Cheng, Andrew Kwong, Zhichao Cao, Tianlong Chen |
| 2025 | EMNLP | Task-Aware Resolution Optimization for Visual Large Language Models. | Weiqing Luo, Zhen Tan, Yifan Li, Xinyu Zhao, Kwonjoon Lee, Behzad Dariush, Tianlong Chen |
| 2025 | ICCV | Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections With Spectral Constraints. | Guanjie Chen, Xinyu Zhao, Yucheng Zhou, Xiaoye Qu, Tianlong Chen, Yu Cheng |
| 2025 | ICLR | To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning. | Zayne Rea Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett |
| 2025 | ICML | Understanding Synthetic Context Extension via Retrieval Heads. | Xinyu Zhao, Fangcong Yin, Greg Durrett |
| 2025 | IROS | CTSG: Integrating Context and Way Topology Into Scene Graph for Zero-shot Navigation. | Ruifei Ma, Yifan Xu, Yuze Li, Yanping Fang, Zhifei Yang, Jiaxing Qi, Xinyu Zhao, Chao Zhang |
| 2025 | MICCAI | SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis. | Shaobin Chen, Xinyu Zhao, Huazhu Fu, Tao Tan, Jiaju Huang, Xiangyu Xiong, Zhenquan Wu, Behdad Dashtbozorg, Baiying Lei, Guoming Zhang, Yue Sun |
| 2025 | NAACL | GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing. | Jinhao Duan, Xinyu Zhao, Zhuoxuan Zhang, Eunhye Grace Ko, Lily Boddy, Chenan Wang, Tianhao Li, Alexander Rasgon, Junyuan Hong, Min Kyung Lee, Chenxi Yuan, Qi Long, Ying Ding, Tianlong Chen, Kaidi Xu |
| 2025 | RO-MAN | AI-Gadget Kit: Integrating Swarm User Interfaces with LLM-driven Agents for Tabletop Game Applications. | Yijie Guo, Ruhan Wang, Zhenhan Huang, Zhihao Yao, Tianyu Yu, Zhiling Xu, Xinyu Zhao, Xueqing Li, Haipeng Mi |
| 2025 | TrustCom | GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection. | Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu |
| 2025 | TrustCom | L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning. | Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Jun Wang, Yan Li, Chang Liu |
| 2024 | CIKM | Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation. | Yi Yang, Xinyu Zhao, Kang Zhao, Zhipeng Jin, Wen Tao, Lin Liu, Shuanglong Li |
| 2024 | CIKM | Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising. | Xinyu Zhao, Kang Zhao, Zhipeng Jin, Yi Yang, Wen Tao, Xiaodong Chen, Cong Han, Shuanglong Li, Lin Liu |
| 2024 | EMNLP | Learning to Refine with Fine-Grained Natural Language Feedback. | Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li, Greg Durrett |
| 2024 | ICLR | Sparse MoE with Language Guided Routing for Multilingual Machine Translation. | Xinyu Zhao, Xuxi Chen, Yu Cheng, Tianlong Chen |
| 2024 | ICML | MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts. | Guanjie Chen, Xinyu Zhao, Tianlong Chen, Yu Cheng |
| 2024 | IJCNN | ShuffleVITNet: Mobile-Friendly Vision Transformer With Less-Memory. | Xinyu Zhao, Jun Lu |
| 2024 | SIGIR | Enhancing Baidu Multimodal Advertisement with Chinese Text-to-Image Generation via Bilingual Alignment and Caption Synthesis. | Kang Zhao, Xinyu Zhao, Zhipeng Jin, Yi Yang, Wen Tao, Cong Han, Shuanglong Li, Lin Liu |
| 2023 | ACL | PersLEARN: Research Training through the Lens of Perspective Cultivation. | Yu-Zhe Shi, Shiqian Li, Xinyi Niu, Qiao Xu, Jiawen Liu, Yifan Xu, Shiyu Gu, Bingru He, Xinyang Li, Xinyu Zhao, Zijian Zhao, Yidong Lyu, Zhen Li, Sijia Liu, Lin Qiu, Jinhao Ji, Lecheng Ruan, Yuxi Ma, Wenjuan Han, Yixin Zhu |
| 2023 | GLOBECOM | Covert Communication Based on Non-Ideal Detection of Overt Channels. | Xinyu Zhao, Danyang Wang, Zan Li, Lei Qian, Chenxi Li, Ning Zhang |
| 2023 | IJCNN | Multimodal Video Emotional Analysis of Time Features Alignment and Information Auxiliary Learning. | Yujie Chang, Tianliang Liu, Qinchao Xu, Xinyu Zhao, Xun Xiao, Zhengjie Wang |
| 2023 | IJCNN | Arithmetical Evaluation System based on improved-YOLOv5 and CRNN networks. | Xinyu Zhao, Tianliang Liu, Yujie Chang |
| 2023 | IROS | Efficient Domain Coverage for Vehicles with Second-Order Dynamics via Multi-Agent Reinforcement Learning. | Xinyu Zhao, Razvan C. Fetecau, Mo Chen |
| 2023 | SIGIR | Enhancing Dynamic Image Advertising with Vision-Language Pre-training. | Zhoufutu Wen, Xinyu Zhao, Zhipeng Jin, Yi Yang, Wei Jia, Xiaodong Chen, Shuanglong Li, Lin Liu |
| 2022 | GLOBECOM | Path Loss Modeling for the RIS-Assisted Channel in a Corridor Scenario in mmWave Bands. | Yi Li, Jianhua Zhang, Pan Tang, Lei Tian, Xinyu Zhao, Huixin Xu, Huiwen Gong |
| 2022 | ISNCC | Power Allocation Strategy Based on Approximation Bound in High-dimensional Modulation Superposition NOMA. | Xinyu Zhao, Haichen Zhang, Jiyuan Sun, Jun Zou |
| 2021 | EMNLP | Flexible Generation of Natural Language Deductions. | Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, Greg Durrett |
| 2021 | ICDE | Hierarchical Tree-based Sequential Event Prediction with Application in the Aviation Accident Report. | Xinyu Zhao, Hao Yan, Yongming Liu |
| 2021 | MICCAI | Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images. | Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei |
| 2021 | VTC | Measurement-based Analysis and Modeling of Channel Characteristics in an Industrial Scenario at 28 GHz. | Yujie Wang, Tao Jiang, Pan Tang, Qidu Song, Xinyu Zhao, Lei Tian, Jianhua Zhang, Baoling Liu |
| 2019 | CCS | PoTN: A Novel Blockchain Consensus Protocol with Proof-of-Trust Negotiation in Distributed IoT Networks. | Jingyu Feng, Xinyu Zhao, Guangyue Lu, Feng Zhao |
| 2019 | EWSN | Poster: Continuous Human Activity Recognition Based on WiFi Imaging. | Li Zhu, Xinyu Zhao, Zhi Wang, Jizhong Zhao |
| 2019 | MICCAI | XiangyaDerm: A Clinical Image Dataset of Asian Race for Skin Disease Aided Diagnosis. | Bin Xie, Xiaoyu He, Shuang Zhao, Yi Li, Juan Su, Xinyu Zhao, Yehong Kuang, Yong Wang, Xiang Chen |
| 2018 | PACLIC | Domain Adaptation Using a Combination of Multiple Embeddings for Sentiment Analysis. | Hiroyuki Shinnou, Xinyu Zhao, Kanako Komiya |
| 2017 | ICONIP | The Camouflage Color Target Detection with Deep Networks. | Ce Li, Xinyu Zhao, Yuqi Wan |
| 2014 | CIS | A Novel Subspace Template Attack Based on Symmetric Cross Entropy Criterion. | Fei Song, Liji Wu, An Wang, Xinyu Zhao |
| 2013 | VTC | Performance Measurement Results Obtained in a Heterogeneous LTE Field Trial Network. | Jrgen Beyer, Jakob Belschner, Jieyan Chen, Ole Klein, Robert Linz, Jurgen Muller, Yanlei Xiang, Xinyu Zhao |
| 2006 | PRICAI | Automatic Multi-level Summarizations Generation Based on Basic Semantic Unit for Sports Video. | Jianyun Chen, Xinyu Zhao, Duan Miyi, Tingting Wu, Songyang Lao |
| 2005 | ICNC | Modeling Belief, Capability and Promise for Cognitive Agents - A Modal Logic Approach. | Xinyu Zhao, Zuoquan Lin |