Xi Peng (彭玺) is leading XLearning Group at the College of Computer Science, Sichuan University as a Cheung Kong Professor. From 2014 to 2017, he was a research scientist at the Institute for Infocomm, Research Agency for Science, Technology, and Research (A*STAR) Singapore. He got his Ph.D. degree from Sichuan University in 2013. His current interests mainly focus on machine learning and its applications in image processing, computer vision, multi-modal analysis, and natural language processing.

In these areas, he has tried to provide novel insights to communities, and some major results are briefly highlighted below: i) proving the equivalence between F-norm (L2) and nuclear-norm (L1) under mild conditions. The theoretical results well explain why L2-norm-based representations are competitive with L1-norm-based ones in number of applications (TNNLS'16, TCYB'17a, TCYB'17b); ii) PARTY: one of the FIRST deep clustering methods (arxiv'15, IJCAI'16), which is proposed to group the complex data in an unsupervised way; iii) TELL: the FIRST interpretable unsupervised neural network which is intrinsically explainable and transparent (JMLR'22); iv) CC: it achieves state of the art for online clustering in an elegant contrastive learning fashion (AAAI'21, IJCV'22); v) Noisy Correspondence (NC): A new research DIRECTION of noisy labels learning. NC aims to address the mismatched pairs instead of annotation errors in a number of tasks, e.g., fundamental models, retrieval, Re-ID, QA, dialogue, graph matching, identification, etc. (CVPR'21, NeurIPS'21, CVPR'22, CVPR'23, TPAMI'22, ACMMM'22, AAAI'23, etc; vi) All in One Image/Video Restoration and Enhancement: for the first time, we explored this new direction which aims to handle multiple degradations with one mode (CVPR'21); v) AI4Science: My lab also attempts to explore the core problems in interdiscipline and develop specific solutions. Currently, we are diving into AI4LifeScience (Nature Communications 2023).  

   News:

  • [Services]: Nov. 11, 2024, I will serve for IJCAI 2025 as Senior Area Chair. 
  • [Publications]: Sep. 26, 2024, four papers were accepted by the Annual Conference on Neural Information Processing Systems (NeurIPS 2024).
  • [Services]: Sep. 14, 2024, I will serve for ICLR 2025 and CVPR 2025 as Area Chair. 
  • [Publications]: Jul. 16, 2024, two papers were accepted by ACM Multimedia (ACM MM)! 
  • [Publications]: May 3, 2024, two papers were accepted by the International Conference on Machine Learning (ICML 2024), one of which was accepted as Oral (accept rate=1.5%) and the other was accepted as Spotlight (accept rate=3.5%)!  
  • [Publications]: Feb. 28, 2024, one paper was accepted by IEEE Transactions on Image Processing (TIP)! 
  • [Publications]: Jan. 15, 2024, two papers were accepted by the International Conference on Learning Representation (ICLR) as Oral (accept rate=1.2%) and Poster!  
  • [Publications]: Jan. 9, 2024, one paper was accepted by the International Journal of Computer Vision (IJCV)!  
  • [Publications]: Jan. 3, 2024, one paper was accepted by the International Journal of Computer Vision (IJCV)!  
  • [Publications]: Dec. 12, 2023, two papers were accepted by The AAAI Conference on Artificial Intelligence (AAAI 2023). 
  • [Publications]: Nov. 10, 2023, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)! 
  • [Publications]: Sep. 22, 2023, one paper was accepted by the Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023) held at the New Orleans, Dec. 10-16, 2023.
  • [Publications]: Sep. 8, 2023, one paper was accepted by Nature Communications!  Big Congrats to Yunfan, Dan, Mouxing, and all co-authors! 
  • [News]: Sep. 4, humbly, I was honored as Cheung Kong Professor appointed by the Ministry of Education of China. Sincerely thanks the all who have helped me during past years.  
  • [Publications]: Jul. 26, 2023, one paper was accepted by ACM Multimedia (ACM MM 2023)!  
  • [Publications]: Jul. 14, 2023, two papers were accepted by the International Conference on Computer Vision (ICCV 2023), Paris, France. Oct. 4-6, 2023.
  • [Services]: Jun. 20, 2023, I have been invited to be an Area Chair for The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2024), which will be held in Seattle, from June 17th through June 21st, 2024. 
  • [Publications]: Apr. 25, 2023, two papers were accepted by the International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii. Jul. 23-29, 2023.
  • [Publications]: Apr. 21, 2023, one paper was accepted by the International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, China, Aug 19-25, 2023.
  • [Publications]: Mar. 14, 2023, one paper was accepted by IEEE Trans Neural Networks and Learning Systems (TNNLS).
  • [Publications]: Feb. 28, 2023, four papers were accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023)! 
  • [Publications]: Feb. 20, 2023, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)! Congrats to Peng and coauthors. 
  • [Services]: Dec. 24, 2022, I was invited to be a TPC member for the 40th International Conference on Machine Learning (ICML 2023). 
  • [Publications]: Dec. 18, 2022, one paper was accepted by IEEE TKDE. 
  • [Services]: Dec. 1, 2022, I have been invited to be an SPC for the International Joint Conference on Artificial Intelligence (IJCAI-23), which will be held on Aug 19-25, 2023 in Cape Town, South Africa.
  • [Publications]: Nov. 19, 2022, two papers were accepted by The AAAI Conference on Artificial Intelligence (AAAI 2022). 
  • [Publications]: Oct. 6, 2022, one paper was accepted by The Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) as Findings. Congrats to Yijie and coauthors.
  • [Publications]: Sep. 15, 2022, one paper was accepted by the Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid, Nov. 28-Dec.9, 2022. Congrats to Yuanbiao and coauthors. 
  • [Publications]: Aug. 2, 2022, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)! Congrats to Yijie, Yuanbiao, and coauthors. 
  • [Services]: Jul. 8, 2022, I have been invited to be an Area Chair for the AAAI Conference on Artificial Intelligence (AAAI 2023), will be held in Washington, DC, 7-14, 2023.
  • [Publications]: Jun. 30, 2022, one paper about Noisy Correspondence was accepted by ACM Multimedia (ACMMM)! Congrats to Peng and coauthors. 
  • [Publications]: Jun. 16, 2022, one paper was accepted by the International Journal of Computer Vision (IJCV)! Congrats to Yunfan and Mouxing. 
  • [Services]: May. 25, 2022, I have been invited to be a PC member for the 29th International Conference on Computational Linguistics (COLING 2022), to be held in Gyeongju, the Republic of Korea on Oct. 12-17 2022.
  • [Publications]: May. 11, 2022, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)! Congrats to Peng and coauthors. 
  • [Publications]: May 5, 2022, one paper was accepted by IEEE Transactions on Image Processing (TIP)! Congrats to boyun and coauthors. 
  • [Publications]: May 5, 2022, one paper was accepted by Military Medical Research! Congrats to Han and coauthors. 
  • [Publications]: Mar. 2, 2022, two papers were accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022)! Congrats to mouxing, boyun, and coauthors. 
  • [Services]: Mar. 1, 2022, I have been invited to be a TPC member for the European Conference on Computer Vision (ECCV 2022), to be held Tel-Aviv on Oct. 24-28 2022. 
  • [Publications]: Feb. 13, 2022, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)! Congrats to mouxing and coauthors. 
  • [Services]: Dec. 17, 2021, I have been invited to be a TPC member for the 39th International Conference on Machine Learning (ICML 2022), to be held July 17-23 in Baltimore, USA. 
  • [Services]: Oct. 15, 2021, I have been invited to be a TPC member for the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), to be held online.
  • [Publications]: Oct. 1, 2021, one paper was accepted by the Journal of Machine Learning Research (JMLR), a long, tough, and growing journey! Thanks my coauthors. 
  • [Publications]: Sep. 29, 2021, one paper was accepted by the Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021), virtual, Dec. 6-12, 2021, as Oral presentation (acc rate =0.6%, 55 from 9122 submissions). Congrats to Zhenyu and coauthors. 
  • [Services]: Aug. 2, 2021, I have been invited to be a TPC member for the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), which will be held in New Orleans, Louisiana, from June 21 to June 24, 2022.
  • [Services]: Jul. 20, 2021, I was invited to be an SPC member for the International Joint Conference on Artificial Intelligence (IJCAI 2022).
  • [News]: Jul. 10. 2021, one paper was awarded Best Paper of IEEE International Conference on Multimedia and Expo (ICME2021), July 5-9, 2021.
  • [Services]: Jul. 9, 2021, I have been invited to join in Novel Program Committee Board of the International Joint Conference on Artificial Intelligence(IJCAI) from 2022 to 2024.
  • [Publications]: June 15, 2021, one paper was accepted by IEEE Transactions on Cybernetics (TCyb).
  • [Services]: June 14, 2021, I have been invited to be a TPC member for the International Conference on Learning Representations (ICLR 2022), to be held online, 25-29 April 2022.
  • [Services]: May. 25, 2021, I have been invited to be an Area Chair for the International Conference on Image and Graphics (ICIG 2021) will be held at Haikou, China, in August 6 - 8, 2021.
  • [Publications]: Apr. 11, 2021, one paper was accepted by IEEE Transactions on Image Processing (TIP). 
  • [Services]: Apr. 20, 2021, I have been invited to be a Program Committee member for Empirical Methods in Natural Language Processing (EMNLP 2021) will be held virtually on Nov. 7th-11th, 2021.
  • [Services]: Apr. 19, 2021, I have been invited to be an Area Chair for The CAAI International Conference on Artificial Intelligence (CICAI 2021) will be held in Hangzhou, China on May 29th-30th, 2021.
  • [Services]: Apr. 16, 2021, I have been invited to be an Area Chair for the Asian Conference on Machine Learning (ACML 2021) will take place on Nov. 17-19, 2021, virtually.
  • [Services]: Apr. 16, 2021, I have been invited to be an Area Chair for The Chinese Conference on Pattern Recognition and Computer Vision (PRCV), to be held in Beijing, China, Oct. 29 - Nov.11, 2021.
  • [Services]: Apr. 6, 2021, I have been invited to be a TPC member for the Thirty-fifth Conference on Neural Information Processing Systems(NeurIPS 2021), which will be held from Dec. 6-14, 2021, virtual. 
  • [Services]: Apr. 2, 2021, I have been invited to be a TPC member for ACM International Conference on Multimedia (ACMMM 2021), which will be held from Oct. 20-24, 2021, Chengdu, China. 
  • [Publications]: Mar. 1, 2021, three papers were accepted by the IEEE Conference on Computer Vision and Pattern Recognition, Virtual, June 19-25, 2021. Congratulate Mouxing, Yijie, and Peng. 
  • [Publications]: Jan. 31, 2021, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 
  • [Services]: Jan. 12, 2021, I have been invited to be a TPC member for the International Conference on Computer Vision (ICCV 2021), which will be held from Oct. 11-17, 2021, Montreal, Canada. 
  • [Publications]: Dec. 23, 2020, one paper was accepted by the International Journal of Computer Vision (IJCV). Congratulate Boyun and Yuanbiao. 
  • [Services]: Dec. 9, 2020, I have been invited to be a TPC member for the 38th International Conference on Machine Learning (ICML 2021), which will be held online in Jul. 2021. 
  • [Services]: Dec. 2, 2020, I have been invited to be a TPC member for ACL/IJCNLP 2021, which will be held in Aug. 2021, Bangkok, Thailand. 
  • [Publications]: Dec. 1, 2020, two papers were accepted by The AAAI Conference on Artificial Intelligence (AAAI 2021). 
  • [Services]: Oct. 18, 2020, I have been invited to be an SPC member for the International Joint Conference on Artificial Intelligence (IJCAI 2021), which will be held in Aug. 2021, Montreal Canada.
  • [Services]: Oct. 2, 2020, I have been invited to be a TPC member for the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), which will be held in Nashville, TN, from June 19 to June 25, 2021.
  • [Publications]: Sep. 26, 2020, two papers were accepted by the Thirty-Fourth Annual Conference on Neural Information Processing Systems (NeurIPS 2020), one oral (105 out 9454) and one poster (1900 out 9454). Congrats to Zhenyu, Yuanbiao, and Boyun. 
  • [Publications]: Sep. 25, 2020, one paper was accepted by IEEE Trans Neural Networks and Learning Systems (TNNLS).
  • [Services]: Sep. 23, 2020, I have been invited to be a TPC member for the Winter Conference on Applications of Computer Vision (WACV), which will be held in Jan. 2021, Waikoloa, Hawaii, USA.
  • [Publications]: Sep. 14, 2020, one paper was accepted by IEEE Transactions on Audio, Speech and Language Processing.
  • [Services]: Sep. 9, 2020, I have been invited to join the Editorial Board as Topic Editor for Remote Sensing (IF: 4.509).
  • [Publications]: Aug. 20, 2020, one paper was accepted by Pattern Recognition.
  • [Publications]: Aug. 8, 2020, one paper was accepted by IEEE Trans Image Processing (TIP).
  • [Services]: Aug. 8, 2020, I have been invited to be a Senior PC member for the AAAI Conference on Artificial Intelligence (AAAI 2021), which will be held virtually February 2-9, 2021.
  • [CFP]: July. 16, 2020, A Special Issue on Recent Developments in Unsupervised Deep Learning for Springer Nature Computer Science. Deadline: Dec. 31, 2020.
  • [Services]: July 11, 2020, I have been invited to be a TPC member for the International Conference on Learning Representations (ICLR2021), to be held in Vienna Austria, 4-8 May 2021.
  • [Services]: May 7, 2020, I have been invited to be an Area Chair for The Chinese Conference on Pattern Recognition and Computer Vision (PRCV), to be held in Vienna, Austria, 4-8 May 2020.
  • [Services]: Mar. 18, 2020, I have been invited to be a TPC member for the Neural Information Processing Systems (NeurIPS'20), to be held in Vancouver, Canada, 6-12 Dec. 2020.
  • [Services]: Feb. 15, 2020, I have been invited to be a TPC member for the European Conference on Computer Vision(ECCV'20), to be held in GLASGOW, 23-28 Aug. 2020.
  • [Awards]: Feb. 5, 2020, I was awarded to Fok Ying-Tong Young Teachers Prize (2nd Class).
  • [Publications]: Jan. 20, 2020, one paper was accepted by IEEE Trans Neural Networks and Learning Systems (TNNLS).
  • [Publications]: Dec. 21, 2019, one paper was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
  • [Publications]: Dec. 4, 2019, one paper was accepted by IEEE Trans Neural Networks and Learning Systems (TNNLS).
  • [Services]: Nov. 15, 2019, I have been invited to be a TPC member for the 37th International Conference on Machine Learning (ICML'20), to be held in Vienna, Austria, from 12-18 July.
  • [Publications]: Nov. 11, 2019, one paper was accepted by the AAAI Conference on Artificial Intelligence (AAAI 2020), Feb 7-12, 2020, New York, NY.
  • [Publications]: Nov. 7, 2019, one paper was accepted by IEEE Transactions on Cybernetics (TCyb).
  • [News]: Oct. 16, 2019, I am invited with honor to give a plenary talk at International Conference on Unmanned Systems and Artificial Intelligence which will be held on Nov. 15--17, 2019, Xi’an, Shaanxi, China. 
  • [Publications]: Oct. 14, 2019, one paper was accepted by Neural Networks.
  • [Services]: Oct. 15, 2019, I will serve as a Program Chair for VALSE 2020, Hangzhou, China, March 2020. Welcome and see you in Hangzhou!
  • [Services]: Oct. 15, 2019, I will serve as an Area Chair for IEEE International Conference on Multimedia & Expo. (ICME), Jul 6--10, 2020, London, UK.
  • [Services]: Sep. 18, 2019, I have been invited to be a TPC member for the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, from June 8 to June 12, 2020.
  • [Services]: Sep. 18, 2019, I have been invited to be a TPC member for IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, WA, from June 16 to June 20, 2020.
  • [Publications]: Sep. 16, 2019, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
  • [Services]: August 3, 2019, I am nominated to be an Associate Editor (AE) of the Visual Computer Journal (IF: 1.415).
  • [Publications]: July 23, 2019, one paper was accepted by IEEE International Conference on Computer Vision (ICCV 2019), Seoul, Korea, Oct 27, 2019.
  • [Publications]: July 22, 2019, one paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
  • [Services]: July 18, 2019, I have been invited to be a reviewer for International Conference on Learning Representations (ICLR 2019), Addis Ababa, Ethiopia, April 2020.
  • [Services]: July 10, 2019, I have been invited to be a TPC member for International Conference on Intelligence Science and Big Data Engineering (IScIDE 2019), Nanjing, China from Oct. 17 to 20, 2019.
  • [Services]: June 27, 2019, I am nominated with honor to be an Associate Editor (AE) of IEEE Trans on SMC: Systems (IF: 7.351).
  • [Services]: May 30, 2019, I will serve as a Program Chair for Young Scientist Forum of China Society of Image and Graphics which will take place on July 24-26, 2019 in Urumchi, China.
  • [Services]: May 29, 2019, I am invited to be an Area Chair for the 2019 Pacific-Rim Symposium on Image and Video Technology (PSIVT), which will take place on November 18--22 in Sydney, Australia.
  • [Publications]: May 14, 2019, one paper was accepted by IEEE Transactions on Cybernetics (TCYB).
  • [Publications]: May 10, 2019, one paper was accepted by the International Joint Conference on Artificial Intelligence (IJCAI 2019) as oral, Macao, China, Aug 10-16, 2019.
  • [Publications]: Apr. 22, 2019, one paper was accepted by the International Conference on Machine Learning (ICML 2019) as oral (20min), Long Beach, CA, Jun. 9--15, 2019.
  • [Services]: Mar. 27, 2019, I am honored to be selected as the deputy secretary-general for Youth Committee, China Society of Image and Graphics.
  • [Services]: Mar. 18, 2019, I have been invited to be a TPC member for the 27th ACM International Conference on Multimedia (ACM'MM 2019), Nice, France from Oct. 21 to 25, 2019.
  • [News]: Mar. 12, 2019, I was selected into the 1000 Youth Talents Program. Sincerely Thank You to the Amazing People Who Have Helped Me During Past Years!
  • [Services]: Mar. 7, 2019, I have been invited to be a TPC member for Uncertainty in AI Conference (UAI 2019), Tel Aviv, Israel from July 22 to July 25, 2019.
  • [Publications]: Feb. 25, 2019, one paper was accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, Jun. 16--20, 2019.
  • [Publications]: Feb. 12, 2019, one paper about Differentiable Programming was accepted by IEEE Trans Information Forensics & Security (TIFS).
  • [Services]: Feb. 3, 2019, I have been invited to be a Technical Program Committee member for Neural Information Processing Systems 2019 (NeurIPS 2019), Vancouver, Canada on Dec 9-14, 2019.
  • [Services]: Jan. 4, 2019, I have been invited to be a Technical Program Committee member for International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary on July 14-19, 2019.
  • [News]: Dec. 5, 2018, I was selected as NeurIPS 2018 Top 200 Reviewer with honor.
  • [Publications]: Nov. 29, 2018, one paper about incomplete label learning was accepted by IEEE Trans Neural Networks and Learning Systems (TNNLS).
  • [Services]: Nov. 11, 2018, I have been invited to be a reviewer for IEEE International Conference on Multimedia and Expo (ICME 2019), Shanghai, China on July 8-12, 2019.
  • [Publications]: Nov. 1, 2018, one paper about single image deraining using differentiable programming was accepted by The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Honolulu, Hawaii, USA, Jan. 27-Feb.1, 2019.
  • [Services]: Oct. 27, 2018, I am selected as the Chair of Excutive Area Chair Committee for VALSE.
  • [Services]: Oct. 26, 2018, I have been invited to be a reviewer for International Conference on Machine Learning (ICML 2019), Long Beach, CA on June 10-15, 2019.
  • [Services]: Oct. 13, 2018, I am selected as a member of Leading Area Chair Committee, VALSE.
  • [News]: Sep. 27, 2018, I am honored to be 100 Talents of Sichuan University.
  • [Publications]: Sep. 3, 2018, one paper about subspace learning was accepted by IEEE Trans. Industrial Electronics. 
  • [Services]: Aug. 15, 2018, I have been invited to be a reviewer for International Conference on Learning Representations (ICLR 2019), New Orleans, May 9, 2018.
  • [CFP]: Jun. 13, 2018, A Special Issue on Adversarial Learning in Image Processing for IET Image Processing. Deadline: Dec. 1, 2018.
  • [Publications]: Jun. 12, 2018, one paper about deep clustering was accepted by IEEE Trans. Image Processing.
  • [Services]: Jun. 2, 2018, I have been elected as a CCF YOCSEF Academic Committee member, Chengdu.
  • [Services]: May 23, 2018, I have been appointed as an Associate Editor for IEEE Access (IF: 3.244).
  • [Services]: May 8, 2018, I have been invited to be a technical program committee member (TPC) for The Conference on Neural Information Processing Systems (NIPS'18), Montreal, Canada, Dec 3-8, 2018.
  • [Publication]: Apr. 17, 2018, One paper about single image dehazing using differentiable programming was accepted by the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), Stockholm, Sweden, July 13-19, 2018.
  • [Publications]: Apr. 9, 2018, one paper was accepted by IEEE Trans. Neural Networks and Learning Systems.
  • [Services & CFP]: Mar. 18, 2018, the 3rd International Workshop on Biomedical informatics with Optimization and Machine learning (BOOM'18) will be held in conjunction with the Federated AI Meeting of AAMAS, ICML, and IJCAI (FAIM) in Stockholm from July 10 to July 19, 2018. An esteemed journal will publish a special issue for accepted full papers. See here for more details.
  • [News]: Feb. 15, 2018, I am honored to be 1000 Talents of Sichuan Province.
  • [Publications]: Jan. 17, 2018, one paper was accepted by IEEE Trans. Image Processing.
  • [News]: Jan. 12, 2018, I am grateful to be a mentor of Wu Yuzhang Honors College, Sichuan University.
  • [Services]: Nov. 28, 2017, I have been invited to be a technical program committee member (TPC) for the 31st International Joint Conference on Neural Networks (IJCNN'18), Rio de Janeiro, Brazil, July 8-13, 2018.
  • [Services]: Nov. 28, 2017, I have been invited to be a technical program committee member (TPC) for the 20th IEEE Congress on Evolutionary Computation (CEC'18), Rio de Janeiro, Brazil, July 8-13, 2018.
  • [Services]: Nov. 25, 2017, I will serve as a Registration Chair for VALSE2018, Dalian, China, Apr. 20-22, 2018. Welcome and see you in Dalian!
  • [Services]: Nov. 12, 2017, I have been invited to be a technical program committee member (TPC) for the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), Stockholm, Sweden, July 13-19, 2018.
  • [Publications]: Nov. 8, 2017, one paper was accepted by AAAI'18.
  • [Services]: Jun. 22, 2017, I have been invited to be a technical program committee member (TPC) for the 32nd AAAI Conference on Artificial Intelligence (AAAI'18), New Orleans, Louisiana, 2-7 Feb. 2018.
  • [Projects]: May 10, 2017, acted as a CO-PI, my proposal (3M SGD) has been approved by I2R and shortlisted as one part of ``Towards Real Understanding in AI (TRU-AI) Programme, Singapore''. TRU-AI aims to promote AI research in Singapore, which will support up to five projects and each project will be granted up-to 5M SGD.
  • [Services]: May 5, 2017, I have been invited to be a member of technical program committee (TPC) for The annual IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boston, MA on Nov. 6-8, 2017.
  • [Services & CFP]: Apr. 27, 2017, I will co-chair the VCIP'17 special session: ``Regularization Techniques for High-Dimensional Visual Data Processing and Analysis''. Please consider submitting to this special session. (Noticed: there is NO difference between the main track and special session papers)
  • [Publications]: Mar. 14, 2017, one paper was accepted by IEEE TCDS.
  • [Services]: Jan. 28, 2017, I will chair a session for the 31st AAAI Conference on Artificial Intelligence (AAAI'17), San Francisco, California, 4-9 Feb. 2017.
  • [CFP]: A Special Issue on ``Discriminative Learning for Model Optimization and Statistical Inference'' for IEEE Transactions on Neural Networks and Learning Systems (IF: 4.854). Deadline: July 15, 2017. (pls noticed that: NO Deadline Extension).
  • [CFP]: Dec. 20, 2016, the 2nd International Workshop on Biomedical informatics with Optimization and Machine learning (BOOM'17), co-located with IJCAI’17, Melbourne, in August 2017.
  • [Services]: Jan. 7, 2017, I have been invited to be a member of technical program committee (TPC) for the 19th IEEE Congress on Evolutionary Computation (CEC'17), Donostia / San Sebastian, Spain, June 5-8, 2017.
  • [Services]: Dec. 20, 2016, I have been invited to be a member of technical program committee (TPC) for the 2nd International Workshop on Biomedical informatics with Optimization and Machine learning (BOOM'17), co-located with IJCAI’17, Melbourne, on August 2017.
  • [Services]: Dec. 2, 2016, I have been invited to be a Senior PC member (SPC) for the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Melbourne, Australia, Aug. 19-25, 2017.
  • [Publications]: Nov. 11, 2016, one paper was accepted by AAAI'17.
  • [Services]: Oct. 19, 2016, I have been invited to be a reviewer for the 50th International Symposium on Circuits and Systems (ISCAS'17), Baltimore, 28-31 May 2017; ISCAS was initiated in 1968, which is the premier conference of circuits and systems community.
  • [Publications]: One paper was accepted by IEEE TNNLS, Sep. 8, 2016.
  • [Services]: Jul. 21, 2016, I have been invited to be a technical program committee member (TPC) for the 31st AAAI Conference on Artificial Intelligence (AAAI'17), San Francisco, California, 4-9 Feb. 2017.
  • [Activity]: Jul. 19, 2016, I am co-organizing a half-day ECCV tutorial on ``Deep Learning Meets Model Optimization and Statistical Inference'' in Amsterdam, the Netherlands, Oct. 8, 2016.
  • [Publications]: One paper was accepted by IJCAI'16.
  • [Publications]: One paper was accepted by IEEE TCYB, May 20, 2016.
  • [Awards & Honors]: The Paper, A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data, IEEE TNNLS, has been selected as the highlight in A*STAR Research. Thanks help and comments from Amanda@Nature Publishing Group, Apr. 20, 2016.
  • [CFP]: A Special Issue on Regularization Techniques for High-Dimensional Data Analysis for Image and Vision Computing. Deadline: May 15 2016.

Contact Information

  • Email: pengx.gm [at] gmail [dot] com
  • Address: Room B316, JiChuJiaoXue Building, Sichuan University, Wangjiang Campus, 610065.
  • 地址: 四川省成都市一环路南一段24号四川大学基础教学楼B316, 610065

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