| 2026 | AAAI | Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning. | Shengyu Ye, Qi Liu, Hao Jiang, Zheng Zhang, Heng Yu, Zhenya Huang |
| 2026 | ACL | Eval-RAR: Evaluation-Driven Retrieval-Augmented Reasoning via Reinforcement Learning. | Heng Yu, Rui Li, Qi Liu, Wenjun Feng, Junfeng Kang, Yi Zhan |
| 2026 | NSDI | DDoS Detection at the Scale of One Hundred Tbps. | Yunming Xiao, Xijun Luo, Youliang Jiang, Aike Wang, Hu Chen, Zhibin Zhou, Heng Yu, Jiahao Cao, Yong Jiang, Jilong Wang, Mingwei Xu, Yan Chen, Congcong Miao |
| 2026 | SIGCOMM | XFir: Accelerating New-Flow Setup on Host Servers of a Large Cloud Network. | Shihan Lin, Shunqiao Jiang, Liang Wang, Jian Wang, Chao Pei, Jian Zhao, Wenjun Wu, Kai Ren, Lijun Zhuang, Qingmin Liu, Heng Yu, Sirui Li, Yibo Huang, Yifei Zhu, Yunming Xiao, Ang Chen, Linghe Kong, Congcong Miao |
| 2026 | SIGCOMM | Dorado: Scaling SmartNIC Session Tables on Commodity DDRs. | Heng Yu, Kai Ren, Jiajun Liang, Baozeng Zhang, Guozhi Lin, Xinyi Zhang, Jian Wang, Jian Zhao, Ziyue Zhai, Liang Wang, Chao Pei, Jilong Wang, Gaogang Xie, Ang Chen, Congcong Miao |
| 2025 | AAAI | DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning. | Chengtai Li, Yee Yang Tan, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2025 | ACL | PQR: Improving Dense Retrieval via Potential Query Modeling. | Junfeng Kang, Rui Li, Qi Liu, Yanjiang Chen, Zheng Zhang, Junzhe Jiang, Heng Yu, Yu Su |
| 2025 | ACL | UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation. | Rui Li, Liyang He, Qi Liu, Zheng Zhang, Heng Yu, Yuyang Ye, Linbo Zhu, Yu Su |
| 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 | DATE | De | Yuting He, Jingjin Li, Chengtai Li, Qingyu Yang, Zheng Wang, Heshan Du, Jianfeng Ren, Heng Yu |
| 2025 | ICASSP | RADCI: A Synchronized Radar-RGBT Object Detecting-Tracking Dataset And A Benchmark. | Heng Yu, Ruiheng Zhang, Haoyang Sun, Zhe Cao, Biwen Yang, Jin Zhang, Guanyu Liu |
| 2025 | SIGCOMM | Fornax: A Hardware-Centric Session Management in Large Public Cloud Network. | Heng Yu, Jian Wang, Jian Zhao, Kai Ren, Guozhi Lin, Baozeng Zhang, Yunpeng Guan, Xin Li, Hao Yin, Jiajun Liang, Liang Wang, Chao Pei, Yachen Wang, Xin Jin, Jilong Wang, Congcong Miao |
| 2024 | CVPR | CoGS: Controllable Gaussian Splatting. | Heng Yu, Joel Julin, Zoltn dm Milacski, Koichiro Niinuma, Lszl A. Jeni |
| 2024 | ICIP | VAG: Voxel Attenuation Grid For Sparse-View CBCT Reconstruction. | Jinhao Qiao, Jiang Liu, Heng Yu, Yi Xiao, Hongshan Yu, Yan Zheng, Sihan Li |
| 2024 | ICONIP | Dual-Branch StarNet with Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords and Speakers. | Yuting He, Chengtai Li, Heng Yu, Jianfeng Ren, Zheng Wang, Heshan Du, Yinshui Xia |
| 2024 | IJCAI | Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations. | Chengtai Li, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2024 | IGARSS | Machine Learning Analysis of CYGNSS Data for Chlorophyll Concentration Monitoring in Algal Blooms. | Yan Jia, Quan Liu, Heng Yu, Yan Lv, Zhen Wu, Shuanggen Jin, Fabio Peinetti, Patrizia Savi |
| 2023 | CVPR | DyLiN: Making Light Field Networks Dynamic. | Heng Yu, Joel Julin, Zoltan A. Milacski, Koichiro Niinuma, Lszl A. Jeni |
| 2023 | CVPR | Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image. | Heng Yu, Zoltan A. Milacski, Lszl A. Jeni |
| 2022 | AAAI | Deep Fusing Pre-trained Models into Neural Machine Translation. | Rongxiang Weng, Heng Yu, Weihua Luo, Min Zhang |
| 2022 | ACL | Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation. | Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo, Rong Jin |
| 2022 | ICASSP | Dynamic Texture Recognition Using PDV Hashing and Dictionary Learning on Multi-Scale Volume Local Binary Pattern. | Ruxin Ding, Jianfeng Ren, Heng Yu, Jiawei Li |
| 2022 | IWQoS | Scorpius: Proactive Code Preparation to Accelerate Function Startup. | Heng Yu, Junxian Shen, Han Zhang, Jilong Wang, Congcong Miao, Mingwei Xu |
| 2022 | NSDI | Detecting Ephemeral Optical Events with OpTel. | Congcong Miao, Minggang Chen, Arpit Gupta, Zili Meng, Lianjin Ye, Jingyu Xiao, Jie Chen, Zekun He, Xulong Luo, Jilong Wang, Heng Yu |
| 2021 | DAC | TAIT: One-Shot Full-Integer Lightweight DNN Quantization via Tunable Activation Imbalance Transfer. | Weixiong Jiang, Heng Yu, Xinzhe Liu, Hao Sun, Rui Li, Yajun Ha |
| 2021 | ICLR | On Learning Universal Representations Across Languages. | Xiangpeng Wei, Rongxiang Weng, Yue Hu, Luxi Xing, Heng Yu, Weihua Luo |
| 2021 | ISCAS | CLIF: Cross-Layer Information Fusion for Stereo Matching and its Hardware Implementation. | Fupeng Chen, Xinzhe Liu, Heng Yu, Yajun Ha |
| 2021 | WSDM | Predicting Crowd Flows via Pyramid Dilated Deeper Spatial-temporal Network. | Congcong Miao, Jiajun Fu, Jilong Wang, Heng Yu, Botao Yao, Anqi Zhong, Jie Chen, Zekun He |
| 2020 | AAAI | Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations. | Kai Song, Kun Wang, Heng Yu, Yue Zhang, Zhongqiang Huang, Weihua Luo, Xiangyu Duan, Min Zhang |
| 2020 | AAAI | GRET: Global Representation Enhanced Transformer. | Rongxiang Weng, Hao-Ran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen |
| 2020 | AAAI | Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation. | Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo |
| 2020 | ACL | Multiscale Collaborative Deep Models for Neural Machine Translation. | Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo |
| 2020 | ACL | Language-aware Interlingua for Multilingual Neural Machine Translation. | Changfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo |
| 2020 | DAC | DVFS-Based Scrubbing Scheduling for Reliability Maximization on Parallel Tasks in SRAM-based FPGAs. | Rui Li, Heng Yu, Weixiong Jiang, Yajun Ha |
| 2020 | EMNLP | Factorized Transformer for Multi-Domain Neural Machine Translation. | Yongchao Deng, Hongfei Yu, Heng Yu, Xiangyu Duan, Weihua Luo |
| 2020 | EMNLP | Uncertainty-Aware Semantic Augmentation for Neural Machine Translation. | Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo |
| 2020 | EMNLP | Towards Enhancing Faithfulness for Neural Machine Translation. | Rongxiang Weng, Heng Yu, Xiangpeng Wei, Weihua Luo |
| 2020 | ISCAS | An Accurate FPGA Online Delay Monitor Supporting All Timing Paths. | Weixiong Jiang, Rui Li, Heng Yu, Yajun Ha |
| 2020 | IWQoS | Serpens: A High-Performance Serverless Platform for NFV. | Junxian Shen, Heng Yu, Zhilong Zheng, Chen Sun, Mingwei Xu, Jilong Wang |
| 2019 | GLOBECOM | Buffet: Enabling Multi-Tenant Network Functions. | Heng Yu, Junxian Shen, Chen Sun, Zhilong Zheng, Jilong Wang |
| 2019 | IJCAI | Sequence Generation: From Both Sides to the Middle. | Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu |
| 2019 | INFOCOM | Octans: Optimal Placement of Service Function Chains in Many-Core Systems. | Zhilong Zheng, Jun Bi, Heng Yu, Haiping Wang, Chen Sun, Hongxin Hu, Jianping Wu |
| 2019 | IECON | Quantitative Detection of Mixed Gases by Sensor Array Using C-Means Clustering and Artificial Neural Network. | Jifeng Chu, Mingzhe Rong, Weijuan Li, Xu Yang, Heng Yu, Dawei Wang, Chengyu Fan, Aijun Yang, Yunjia Li, Xiaohua Wang |
| 2019 | NAACL | Code-Switching for Enhancing NMT with Pre-Specified Translation. | Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, Min Zhang |
| 2018 | ICNP | Grus: Enabling Latency SLOs for GPU-Accelerated NFV Systems. | Zhilong Zheng, Jun Bi, Haiping Wang, Chen Sun, Heng Yu, Hongxin Hu, Kai Gao, Jianping Wu |
| 2018 | WACV | SmartPartNet: Part-Informed Person Detection for Body-Worn Smartphones. | Heng Yu, Eshed Ohn-Bar, Donghyun Yoo, Kris M. Kitani |
| 2018 | SIGCOMM | KeySched: Timeslot-based Hot Key Scheduling for Load Balancing in Key-Value Store. | Heng Yu, Jun Bi, Chen Sun |
| 2017 | MICCAI | Left Atrial Appendage Neck Modeling for Closure Surgery. | Cheng Jin, Heng Yu, Jianjiang Feng, Lei Wang, Jiwen Lu, Jie Zhou |
| 2017 | MICCAI | Detection of Substances in the Left Atrial Appendage by Spatiotemporal Motion Analysis Based on 4D-CT. | Cheng Jin, Heng Yu, Jianjiang Feng, Lei Wang, Jiwen Lu, Jie Zhou |
| 2017 | SIGCOMM | NFP: Enabling Network Function Parallelism in NFV. | Chen Sun, Jun Bi, Zhilong Zheng, Heng Yu, Hongxin Hu |
| 2017 | SIGCOMM | BLOP: Batch-Level Order Preserving for GPU-Accelerated Packet Processing. | Zhilong Zheng, Jun Bi, Heng Yu, Chen Sun, Jianping Wu |
| 2016 | ACL | Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora. | Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu |
| 2015 | ACL | Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation. | Heng Yu, Xuan Zhu |
| 2015 | EMNLP | Generalized Agreement for Bidirectional Word Alignment. | Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu |
| 2014 | AMTA | Review and analysis of China workshop on machine translation 2013 evaluation. | Sitong Yang, Heng Yu, Hongmei Zhao, Qun Liu, Yajuan L |
| 2014 | COLING | A Structured Language Model for Incremental Tree-to-String Translation. | Heng Yu, Haitao Mi, Liang Huang, Qun Liu |
| 2014 | DATE | Thermal-aware frequency scaling for adaptive workloads on heterogeneous MPSoCs. | Heng Yu, Rizwan Syed, Yajun Ha |
| 2013 | EMNLP | Max-Violation Perceptron and Forced Decoding for Scalable MT Training. | Heng Yu, Liang Huang, Haitao Mi, Kai Zhao |
| 2013 | IJCNLP | A Topic-Triggered Language Model for Statistical Machine Translation. | Heng Yu, Jinsong Su, Yajuan Lv, Qun Liu |
| 2012 | SAFECOMP | Cross-Level Compositional Reliability Analysis for Embedded Systems. | Michael Gla, Heng Yu, Felix Reimann, Jrgen Teich |
| 2010 | DAC | Leakage-aware dynamic scheduling for real-time adaptive applications on multiprocessor systems. | Heng Yu, Bharadwaj Veeravalli, Yajun Ha |
| 2010 | ISCAS | Communication-aware application mapping and scheduling for NoC-based MPSoCs. | Heng Yu, Yajun Ha, Bharadwaj Veeravalli |
| 2008 | ASPDAC | Dynamic scheduling of imprecise-computation tasks in maximizing QoS under energy constraints for embedded systems. | Heng Yu, Bharadwaj Veeravalli, Yajun Ha |