| 2026 | AAAI | DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression. | Pengyu Cheng, Jiacheng Wang, Tianle Chen, Bei Liu, Xiaofeng Hou, Jiacheng Liu |
| 2026 | AAAI | AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models. | Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu |
| 2026 | ACL | Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models. | Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu |
| 2025 | CVPR | EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark. | Ming Li, Jike Zhong, Tianle Chen, Yuxiang Lai, Konstantinos Psounis |
| 2024 | ACML | Knowledge Graph Large Language Model (KG-LLM) for Link Prediction. | Dong Shu, Tianle Chen, Mingyu Jin, Chong Zhang, Mengnan Du, Yongfeng Zhang |
| 2024 | ICLR | Pre-training LiDAR-based 3D Object Detectors through Colorization. | Tai-Yu Pan, Chenyang Ma, Tianle Chen, Cheng Perng Phoo, Katie Z. Luo, Yurong You, Mark Campbell, Kilian Q. Weinberger, Bharath Hariharan, Wei-Lun Chao |
| 2023 | WACV | Center-aware Adversarial Augmentation for Single Domain Generalization. | Tianle Chen, Mahsa Baktashmotlagh, Zijian Wang, Mathieu Salzmann |
| 2022 | ECCV | Learning with Free Object Segments for Long-Tailed Instance Segmentation. | Cheng Zhang, Tai-Yu Pan, Tianle Chen, Jike Zhong, Wenjin Fu, Wei-Lun Chao |
| 2022 | ECCV | GAN with Multivariate Disentangling for Controllable Hair Editing. | Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan |
| 2022 | ICPR | Contrastive Class-aware Adaptation for Domain Generalization. | Tianle Chen, Mahsa Baktashmotlagh, Mathieu Salzmann |
| 2022 | WACV | Learning to Generate the Unknowns as a Remedy to the Open-Set Domain Shift. | Mahsa Baktashmotlagh, Tianle Chen, Mathieu Salzmann |
| 2021 | AI | Product Matching Lessons and Recommendations from a Real World Application. | Jrmy Foxcroft, Tianle Chen, Kanchana Padmanabhan, Brian Keng, Luiza Antonie |
| 2020 | IJCNN | OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning. | Shuo Wang, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler |
| 2020 | WISE | Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer. | Shuo Wang, Lingjuan Lyu, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler |
| 2018 | ICDM | Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting. | Tianle Chen, Brian Keng, Javier Moreno |