学习经历

2005 新加坡国立大学  博士

代表性成果

1.R. Yu and W. Yang, “ScaleQC: A Scalable Lossy to Lossless Solution for NGS Data Compression,” Bioinformatics, 2020
2.M. Gao, M. Ling, X. Tang, S. Wang, X. Xiao, Y. Qiao, W. Yang, R. Yu, “Comparison of High-Throughput Single-Cell RNA Sequencing Data Processing Pipelines,” Brief in Bioinformatics, 2020
3.L. Wang, Y. Jiao, Y. Qiao, N. Zeng, R. Yu, “A novel approach combined transfer learning and deep learning to predict TMB from histology image,” Pattern Recognition Letters, 2020
4.Y Lin, H Li, X Xiao, W Yang, R Yu, “DAISM-DNN: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks,” bioRxiv, 2020
5.W. Yang, L. Huang, C. Shi, L. Wang, R. Yu, “UltraStrain: An NGS-Based Ultra Sensitive Strain Typing Method for Salmonella enterica,” Frontiers in Genetics, 2019
6.S. Wang, W, Yang, X. Zhang, R. Yu, “Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data,” IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2018
7.W. Yang, Y. Lin, S. Wu, R. Yu, “Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding,” IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2018
8.J. Hu, C. Si, M. Lind, R. Yu, “Preventing distribution grid congestion by integrating indirect control in a hierarchical electric vehicles’ management system,” IEEE Transactions on Transportation Electrification, Vol 2, No. 3, 2016
9.H. Shu, R. Yu, W. Jiang and W. Yang, "Efficient Implementation of $k$-Nearest Neighbor Classifier Using Vote Count Circuit," IEEE Transactions on Circuit and System II, Vol. 61, No. 6, June 2014.
10.R. Yu, H. Shu and W. Jiang, "Low Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function," IEEE Transactions on Multimedia, Vol. 16 , No. 8, pp. 2270 - 2280, Sep 2014.
11.H. Shu, W. Yang, C. C. Chai and R. Yu, "Demand Response Based on Voluntary Time Dependent Pricing Scheme," APSIPA Transactions on Signal and Information Processing, volume 3, 2014
12.R. Yu, Y. Song and M. Nambiar, "System Identification Using Prominent Subspace LMS," Digital Signal Processing 27, 44-56, 2014
13.W. Yang, R. Yu, M. Nambiar, "Quantifying the Benefits to Consumers for Demand Response with a Statistical Elasticity Model", IET Generation, Transmission & Distribution, Volume 8, Issue 3, p. 503 – 515, March 2014.
14.H. Shu, R. Yu and H. Huang, "'Optimal Normalization of Prediction Residual for Predictive Coding with Random Access," IET Signal Processing 09/2014 8(7):710-719
15.H. Huang, H. Shu and R. Yu, "Lossless Audio Compression in the New IEEE Standard for Advanced Audio Coding," ICASSP 2014.
16.W. Jiang, R. Yu, "High-Performance, Very Low Power Content-based Search Engine," IEEE International Conference of Multimedia and Expo (ICME) 2013
17.R. Yu, "Speech enhancement based on soft audible noise masking and noise power estimation", Speech Communication, 55 (2013), pp. 964-974, 2013.
18.R. Yu, W. Yang, and S. Rahardja, “A statistical demand-price model with its application in optimal real-time price of electricity,” IEEE Transactions on Smart Grid, Vol. 3, No. 4, Dec 2012

发明专利

1. R. Yu, X. Lin and S. Rahardja, “Context-based encoding and decoding of signals,” US 7,656,319.

2. Z Li, F. Pan, D. Wu, R. Yu, G. Feng, D. Wang, “Method and an apparatus for controlling the rate of a video sequences; a video encoding device,” US 7,876,821

3. R. Yu, R. Radhakrishnan, R. L. Andersen, G. A. Davidson, “Multimode coding of speech-like and non-speech-like signals,” EP 2,269,188.

4. R. Yu, S. Rahardja, X. Lin, “A Method and device for processing bit symbols generated by a data source; a computer readable medium; a computer program element,” EP 1,573,922.

5. R. Yu, “Method and system for frequency domain postfiltering of encoded audio data in a decoder,” EP 2,347,412.

6. R. Yu, X. Lin, S. Rahardja, “Systems and methods for scalably encoding and decoding data,” US 7,994,946.

7. R. Yu, X. Lin, S. Rahardja, “Method for encoding a digital signal into a scalable bitstream; method for decoding a scalable bitstream,” EP 1,939,853.

8. R Yu, S Rahardja, X Lin, “Method and a device for processing bit symbols generated by a data source; a computer readable medium; a computer program element,” US 7,532,763.

9. R. Yu, “Multi-microphone voice activity detector,” EP 2,297,727

10. M. Fellers, G. A. Davidson, R. Yu, E. M. Benjamin, K. Gundry, “Method for adaptive control and equalization of electroacoustic channels,” EP 2,311,271.

11. R. Yu, P. Brown, “Speech enhancement with voice clarity,” EP 2,191,466.

12. R.Yu, “Noise variance estimator for speech enhancement,” EP 2,137,728.

13. R. Yu, “Speech enhancement with noise level estimation adjustment,” EP 2,191,465.

14. H. Huang, W.B. Choo, R. YU, X. Lin, S. Rahardja, D. Huang, “Encoder, decoder, method for encoding/decoding, computer readable media and computer program elements,” EP 1,847,022.

以下为国际标准贡献：

1. R. Yu, X. Lin, S. Rahardja, and H. Huang, "Reduce Complexity for MPEG-4 Audio Scalable Lossless (SLS) Coding", ISO/IEC JTC 1/SC 29/WG 11(MPEG), m11062, Seattle, USA, July. 2004. (Adopted Core Experiment proposal for MPEG-4 Scalable to Lossless coding)

2. R. Yu, X. Lin, S. Rahardja, and H. Huang, “Proposed Core Experiment for Improving Coding Efficiency of MPEG-4 Audio Scalable Coding (SLS)”, ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m10683, Munich, March, 2004. (Adopted Core Experiment proposal for MPEG-4 Scalable to Lossless coding)

3. R. Yu, X. Lin, S. Rahardja, and H. Huang, “Proposal of Bit-Stream Syntax Revision for MPEG-4 Audio Scalable Lossless Coding,” ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m10361, Hawaii, Dec., 2003.

4. R. Yu, X. Lin, S. Rahardja, and H. Huang, “Proposed Core Experiment for improving coding efficiency in MPEG-4 audio scalable coding (SLS)”, ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m10136, Brisbane, Oct., 2003. (Adopted Core Experiment proposal for MPEG-4 Scalable to Lossless coding)

5. R. Yu, X. Lin, S. Rahardja, and H. Huang, “Technical Description of I2R’s Proposal for MPEG-4 Scalable Lossless Coding (SLS): Advanced Audio Zip (AAZ),” ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m10135, Brisbane, Oct., 2003. (Technology adopted as RM0 of ISO/IEC 14496-3:2001/AMD.5)

6. R. Yu, X. Lin, and S. Rahardja, “Improvements for Proposed Lossless Audio Codec”, ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m9600, Pattaya, March, 2003.

7. R. Yu, X. Lin, and S. Rahardja, “Advanced Audio Zip – A Scalable perceptual and lossless audio codec”, ISO/IEC JTC 1/SC 29/WG 11 (MPEG), m9134, Awaji, Dec., 2002. (Response to MPEG Call for Proposal on Lossless Audio Coding)