| 2025 | ICDM | Efficient Sequential Recommendation for Long Term User Interest Via Personalization. | Qiang Zhang, Hanchao Yu, Ivan Ji, Chen Yuan, Yi Zhang, Chihuang Liu, Xiaolong Wang, Christopher E. Lambert, Ren Chen, Chen Kovacs, Xinzhu Bei, Renqin Cai, Rui Li, Lizhu Zhang, Xiangjun Fan, Qunshu Zhang, Benyu Zhang |
| 2024 | NAACL | LLM-Rec: Personalized Recommendation via Prompting Large Language Models. | Hanjia Lyu, Song Jiang, Hanqing Zeng, Yinglong Xia, Qifan Wang, Si Zhang, Ren Chen, Christopher Leung, Jiajie Tang, Jiebo Luo |
| 2024 | SGAI | Reinforcement Learning for Patient Scheduling with Combinatorial Optimisation. | Xi Liu, Changgang Zheng, Zhen Chen, Yong Liao, Ren Chen, Shufan Yang |
| 2023 | SGAI | A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning Environment. | Xi Liu, Long Ma, Zhen Chen, Changgang Zheng, Ren Chen, Yong Liao, Shufan Yang |
| 2018 | FPGA | A Framework for Generating High Throughput CNN Implementations on FPGAs. | Hanqing Zeng, Ren Chen, Chi Zhang, Viktor K. Prasanna |
| 2018 | ICPP | C-Graph: A Highly Efficient Concurrent Graph Reachability Query Framework. | Li Zhou, Ren Chen, Yinglong Xia, Radu Teodorescu |
| 2017 | DAC | Optimal Circuits for Parallel Bit Reversal. | Ren Chen, Viktor K. Prasanna |
| 2016 | FCCM | Accelerating Equi-Join on a CPU-FPGA Heterogeneous Platform. | Ren Chen, Viktor K. Prasanna |
| 2016 | FPL | Optimizing interconnection complexity for realizing fixed permutation in data and signal processing algorithms. | Ren Chen, Viktor K. Prasanna |
| 2015 | FPGA | Energy and Memory Efficient Mapping of Bitonic Sorting on FPGA. | Ren Chen, Sruja Siriyal, Viktor K. Prasanna |
| 2015 | FPL | Automatic generation of high throughput energy efficient streaming architectures for arbitrary fixed permutations. | Ren Chen, Viktor K. Prasanna |
| 2015 | PACT | Optimal Dynamic Data Layouts for 2D FFT on 3D Memory Integrated FPGA. | Ren Chen, Shreyas G. Singapura, Viktor K. Prasanna |
| 2013 | FPL | Energy efficient parameterized FFT architecture. | Ren Chen, Hoang Le, Viktor K. Prasanna |