| 2026 | AAAI | SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization. | Tianyu Guo, Shanwei Zhao, Shiai Zhu, Chenguang Ma |
| 2026 | ACL | Training Verifier to Assessing Complex Real-World Tool-Use Trajectories. | Linzhuang Sun, Mingyang Chen, Hao Liang, Tianpeng Li, Yijie Zhou, Chenzheng Zhu, Tianyu Guo, Huanyao Zhang, Jingxuan Wei, Bihui Yu, Fan Yang, Wentao Zhang |
| 2026 | ACL | Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration. | Linzhuang Sun, Tianyu Guo, Hao Liang, Ruitong Liu, Yuying Li, Qifeng Cai, Jingxuan Wei, Yuchen Wu, Bihui Yu, Xiangxiang Zhang, Wentao Zhang, Bin Cui |
| 2026 | VR | SocialNormVR: Designing Symmetrical Reality Testbeds for AI Agent Social Norm Evaluation. | Shiyun Zhao, Xiaomeng Gao, Huiying Li, Tianyu Guo, Aijia Li, Zhenliang Zhang, Bo Dai |
| 2025 | AAAI | L-Man: A Large Multi-modal Model Unifying Human-centric Tasks. | Jialong Zuo, Ying Nie, Tianyu Guo, Huaxin Zhang, Jiahao Hong, Nong Sang, Changxin Gao, Kai Han |
| 2025 | ASPDAC | Mpache: Interaction Aware Multi-level Cache Bypassing on GPUs. | Mengyue Xi, Tianyu Guo, Xuanteng Huang, Zejia Lin, Xianwei Zhang |
| 2025 | EuroPar | EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse. | Tianyu Guo, Hande Dong, Yichong Leng, Feng Liu, Cheater Lin, Nong Xiao, Xianwei Zhang |
| 2025 | ICML | MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles. | Jing Han, Binwei Yan, Tianyu Guo, Zheyuan Bai, Mengyu Zheng, Hanting Chen, Ying Nie |
| 2025 | IJCNN | FDSI-RTDETR : A Lightweight Unmanned Aerial Vehicle (UAV) Aerial Image Small Object Detection Network. | Tianyu Guo, Qingzeng Song, Yongjiang Xue, Fei Qiao |
| 2025 | NAACL | DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models. | Wei He, Kai Han, Yehui Tang, Chengcheng Wang, Yujie Yang, Tianyu Guo, Yunhe Wang |
| 2025 | NAACL | CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models. | Ying Nie, Binwei Yan, Tianyu Guo, Hao Liu, Haoyu Wang, Wei He, Binfan Zheng, Weihao Wang, Qiang Li, Weijian Sun, Yunhe Wang, Dacheng Tao |
| 2025 | SC | gLLM: Global Balanced Pipeline Parallelism Systems for Distributed LLMs Serving with Token Throttling. | Tianyu Guo, Xianwei Zhang, Jiangsu Du, Zhiguang Chen, Nong Xiao, Yutong Lu |
| 2024 | AAAI | Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation. | Tianyu Guo, Haowei Wang, Yiwei Ma, Jiayi Ji, Xiaoshuai Sun |
| 2024 | CVPR | UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity. | Jialong Zuo, Hanyu Zhou, Ying Nie, Feng Zhang, Tianyu Guo, Nong Sang, Yunhe Wang, Changxin Gao |
| 2024 | DAC | SMILE: LLC-based Shared Memory Expansion to Improve GPU Thread Level Parallelism. | Tianyu Guo, Xuanteng Huang, Kan Wu, Xianwei Zhang, Nong Xiao |
| 2024 | ICASSP | A Robust Audio Deepfake Detection System via Multi-View Feature. | Yujie Yang, Haochen Qin, Hang Zhou, Chengcheng Wang, Tianyu Guo, Kai Han, Yunhe Wang |
| 2024 | ICLR | How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations. | Tianyu Guo, Wei Hu, Song Mei, Huan Wang, Caiming Xiong, Silvio Savarese, Yu Bai |
| 2024 | ICML | Collaborative Heterogeneous Causal Inference Beyond Meta-analysis. | Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan |
| 2024 | ICML | SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation. | Danni Yang, Jiayi Ji, Yiwei Ma, Tianyu Guo, Haowei Wang, Xiaoshuai Sun, Rongrong Ji |
| 2023 | ACML | A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification. | Zikang Yu, Hongbin Dong, Tianyu Guo, Bingxu Zhao |
| 2023 | HCI | Research on the Application of Interactive Installation Art in Modern Commercial Space Under the Background of Experience Economy. | Wei Ding, Tianyu Guo |
| 2023 | ICCV | FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation. | Jingwen Guo, Hong Liu, Shitong Sun, Tianyu Guo, Min Zhang, Chenyang Si |
| 2023 | ICIP | Self-Supervised 3D Skeleton Representation Learning with Active Sampling and Adaptive Relabeling for Action Recognition. | Guoquan Wang, Hong Liu, Tianyu Guo, Jingwen Guo, Ti Wang, Yidi Li |
| 2023 | SMC | Improved Mayfly Algorithm Based on Co-Evolution for Feature Selection. | Tianyu Guo, Hongbin Dong, Jing Zhou |
| 2022 | AAAI | Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition. | Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding |
| 2022 | AAAI | Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer. | Tao Wang, Hong Liu, Pinhao Song, Tianyu Guo, Wei Shi |
| 2022 | ICASSP | PDD-Net: A Precise Defect Detection Network Based on Point Set Representation. | Miaoju Ban, Runwei Ding, Jian Zhang, Tianyu Guo, Tao Wang |
| 2022 | ICASSP | FDSNeT: An Accurate Real-Time Surface Defect Segmentation Network. | Jian Zhang, Runwei Ding, Miaoju Ban, Tianyu Guo |
| 2021 | AAAI | Adversarial Robustness through Disentangled Representations. | Shuo Yang, Tianyu Guo, Yunhe Wang, Chang Xu |
| 2021 | CVPR | Pre-Trained Image Processing Transformer. | Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao |
| 2021 | CVPR | Learning Student Networks in the Wild. | Hanting Chen, Tianyu Guo, Chang Xu, Wenshuo Li, Chunjing Xu, Chao Xu, Yunhe Wang |
| 2020 | AAAI | Learning Student Networks with Few Data. | Shumin Kong, Tianyu Guo, Shan You, Chang Xu |
| 2020 | CVPR | On Positive-Unlabeled Classification in GAN. | Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao |
| 2020 | ICPR | EDD-Net: An Efficient Defect Detection Network. | Tianyu Guo, Linlin Zhang, Runwei Ding, Ge Yang |
| 2019 | AAAI | Smooth Deep Image Generator from Noises. | Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao |
| 2018 | AAAI | Reinforced Multi-Label Image Classification by Exploring Curriculum. | Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao |