賈珈:教育經歷,工作經歷,主講課程,社會兼職,科研概況,研究領域,研究概況,獎勵與

賈珈，女，工學博士，現任清華大學信息科學技術學院黨的工作領導小組組長、清華大學計算機科學與技術系黨委書記、教授。

2022年7月8日下午，清華大學長聘教授聘任儀式舉行。賈珈被清華大學聘為長聘教授。

基本介紹

中文名：賈珈
國籍：中國
民族：漢族
畢業院校：清華大學
學位/學歷：博士
職業：教師
專業方向：計算機科學與技術系
任職院校：清華大學
職稱：教授

教育經歷,工作經歷,主講課程,社會兼職,科研概況,研究領域,研究概況,獎勵與榮譽,學術成果,

教育經歷

1999.09-2003.07 工學學士，清華大學計算機系

2003.09-2008.07 工學博士，清華大學計算機系

賈珈

工作經歷

2008.09-2010.06 清華大學計算機科學與技術系校內博士後

2010.07-2012.12 清華大學計算機科學與技術系講師

2012.12-2021.12 清華大學計算機科學與技術系副教授（2018年晉升長聘副教授）

2021.12至今清華大學計算機科學與技術系教授

主講課程

信號處理原理

社會兼職

中國中文信息處理學會理事

中國中文信息學會語音專業委員會秘書長

中國計算機學會傑出會員

中國計算機學會語音對話與聽覺專業委員會秘書長

中國圖象圖形學學會情感計算與理解專委會副主任

科研概況

研究領域

情感計算

人機語音互動

研究概況

賈珈博士是清華大學計算機科學與技術系終身教授。她是國家級青年人才稱號獲得者、中國計算機學會傑出會員。現任中國中文信息學會理事、中國圖像圖形學會情感計算與理解專業委員會副主任、中國計算機學會語音對話與聽覺專業委員會秘書長、中國中文信息學會語音專業委員會秘書長等。現任ACM TOMM Associate Editor，十餘次擔任ACM Multimedia、IJCAI、ACM Multimedia Asia等國際學術會議程式委員會主席或領域主席。

她的主要研究興趣是情感計算和人機語音互動。她在領域主要國際會議和期刊上發表了100餘篇論文，包括IEEE Transactions on Affective Computing、IEEE Transactions on Multimedia、IEEE Transactions onAudio Speech and Language Processing、ACM Multimedia、AAAI和IJCAI等。

作為項目負責人，主持科技部重點研發計畫重大專項項目等二十餘項科研項目。曾獲中國電子學會科技進步一等獎、中國人工智慧學會2021年度優秀科技成果、兩次獲得教育部科技進步二等獎等省部級科研獎勵；曾獲領域頂級國際學術會議ACM Multimedia和IJCAI等評選的多項論文獎勵以及中國多媒體大會（ChinaMM）最佳論文獎。同時，她與華為、騰訊、博世、西門子等企業保持密切的科研合作，曾獲“清華-騰訊聯合實驗室”2021年度優秀項目獎、“清華-華為聯合研究院”2020年度優秀技術合作成果獎等。

在教育教學方面，相關成果獲得高等教育國家級教學成果二等獎、北京市高等教育教學成果獎一等獎、北京市青年教師教學基本功比賽二等獎，多次獲得清華大學教學成果獎，兩次獲得清華大學青年教師教學比賽一等獎等多項教學獎勵，指導學生多次獲得清華大學特等獎學金、清華大學優秀學位論文、國家獎學金等獎勵。

獎勵與榮譽

部分獲獎

國際性學術獎勵ACM Multimedia 2023 Brave New Idea Award	2023年
中國多媒體大會（ChinaMM）最佳論文獎	2023年
高等教育國家級教學成果二等獎	2022年
北京市高等教育教學成果獎一等獎	2021年
中國人工智慧學會CCAI 2021年度優秀科技成果	2021年
日本大川情報基金獎	2021年
清華大學教學成果一等獎	2021年
國家級青年人才稱號	2019年
中國電子學會科技進步一等獎	2019年
清華大學先進工作者	2019年
國際學術性獎勵ACM SIGMM Emerging Leaders	2018年
國際學術性獎勵IJCAI 2018 Early Career Spotlight	2018年
國際學術性獎勵ACM Multimedia 2018 Best Demo Award	2018年
清華大學學生培養工作重要貢獻“劉冰獎”	2018年
教育部科技進步二等獎（第一完成人）	2016年
清華大學優秀黨建與思想政治工作者	2015年
北京市青年教師教學基本功比賽二等獎	2015年
清華大學青年教師教學比賽一等獎	2014/2012年
ACM Multimedia 2012 Grand Challenge Prize	2012年

學術成果

[1] Shikun Sun, Longhui Wei, Junliang Xing, Jia Jia, Qi Tian. SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation. The 40th International Conference on Machine Learning (ICML 2023).

[2] Jinghe Cai, Xiaohan Li, Bohan Chen, Zhigang Wang, Jia Jia. CatHill: Emotion-Based Interactive Storytelling Game as a Digital Mental Health Intervention. International Conference on Human-Computer Interaction 2021 (CHI 2023).

[3] Zhihan Yang, Zhiyong Wu, Ying Shan, Jia Jia. What Does Your Face Sound Like? 3D Face Shape Towards Voice. In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023).

[4] Zixuan Wang, Jia Jia, Haozhe Wu, Junliang Xing, Jinghe Cai, Fanbo Meng, Guowen Chen, Yanfeng Wang. GroupDancer: Music to Multi-People Dance Synthesis with Style Collaboration. In Proceedings of the 30th ACM International Conference on Multimedia (MM 2022).

[5] Ziyi Wang, Xingqi Wang, Zeyu Jin, Xiaohan Li, Shikun Sun, Jia Jia. AI Carpet: Automatic Generation of Aesthetic Carpet Pattern. In Proceedings of the 30th ACM International Conference on Multimedia (MM 2022).

[6] Haozhe Wu, Jia Jia, Haoyu Wang, Yishun Dou, Chao Duan, Qingshan Deng. Imitating Arbitrary Talking Style for Realistic Audio-Driven Talking Face Synthesis. In Proceedings of the 29th ACM International Conference on Multimedia (MM 2021).

[7] Jia Jia, Wei Chen, Kai Yu, Xiaodong He, Jun Du, Heung-Yeung Shum. The Practice of Speech and Language Processing in China. Communications of the ACM.

[8] Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang. Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach. In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021).

[9] Yaohua Bu, Tianyi Ma, Weijun Li, Hang Zhou, Jia Jia, Shengqi Chen, Kaiyuan Xu, Dachuan Shi,Haozhe Wu, Zhihan Yang, Kun Li, Zhiyong Wu, Yuanchun Shi, Xiaobo Lu, Ziwei Liu. PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback. International Conference on Human-Computer Interaction 2021 (CHI 2021).

[10] Zhiyuan Hu, Jia Jia, Bei Liu, Yaohua Bu, Jianlong Fu. Aesthetic-Aware Image Style Transfer. In Proceedings of the 28th ACM International Conference on Multimedia (MM 2020).

[11] Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall. PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms. In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020).

[12] Zijie Ye, Haozhe Wu, Jia Jia, Yaohua Bu, Wei Chen, Fanbo Meng, Ynagfeng Wang. ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit. In Proceedings of the 28th ACM International Conference on Multimedia (MM 2020).

[13] Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua. Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020).

[14] Runnan Li, Zhiyong Wu, Jia Jia, Yaohua Bu, Sheng Zhao, Helen Meng. Towards Discriminative Representation Learning for Speech Emotion Recognition. In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019).

[15] Kehua Lei, Tianyi Ma, Jia Jia, Cunjun Zhang, Zhihan Yang. Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices. In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

[16] Yaohua Bu, Jia, Jia, Xiang Li, Xiaobo Lu. Emotional Design for Children’s Electronic Picture Book. In International Conference on Human-Computer Interaction 2019.

[17] Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen. Understanding the Teaching Styles by an Attention-based Multi-task Cross-media Dimensional Modelling. In Proceedings of the 27th ACM International Conference on Multimedia (MM 2019).

[18] Jia Jia, Suping Zhou, Yufeng Yin, Boya Wu, Wei Chen, Fanbo Meng and Yanfeng Wang. Inferring Emotions From Large-scale Internet Voice Data. IEEE Transactions on Multimedia (TMM 2019).

[19] Yaohua Bu, Jia Jia, Xiang Li, Suping Zhou and Xiaobo Lu. IcooBook: When the Picture Book for Children Encounters Aesthetics of Interaction. In Proceedings of the 26th ACM International Conference on Multimedia (MM 2018).

[20] Runnan Li, Zhiyong Wu, Jingbei Li, Jia Jia, Chen Wei, Helen Meng. Inferring User Emotive State Changes in Realistic Human-Computer Conversational Dialogs. In Proceedings of the 26th ACM International Conference on Multimedia (MM 2018).

[21] Cunjun Zhang, Kehua Lei, Jia Jia, Yihui Ma, Zhiyuan Hu. AI Painting: An Aesthetic Painting Generation System. In Proceedings of the 26th ACM International Conference on Multimedia (MM 2018).

[22] Taoran Tang, Jia Jia, Hanyang Mao. Dance with Melody: An LSTM-autoencoder Approach to Music-oriented Dance Synthesis. In Proceedings of the 26th ACM International Conference on Multimedia (MM 2018).

[23] Taoran Tang, Hanyang Mao, Jia Jia. AniDance : Real-Time Dance Motion Synthesize to the Song. In Proceedings of the 26th ACM International Conference on Multimedia (MM 2018 Best Demo).

[24] Suping Zhou, Jia Jia, Qi Wang, Yufei Dong, Yufeng Yin and Kehua Lei. Inferring Emotion from Conversational Voice Data: A Semi-supervised Multi-path Generative Neural Network Approach. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018).

[25] Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zhang and Tianyu Gao. Lookine: Let the Blind Hear a Smile. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018).

[26] Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua and Wendy Hall. Cross-Domain Depression Detection via Harvesting Social Media. In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018).

[27] Jia Jia. Mental Health Computing via Harvesting Social Media Data. In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018).

[28] Peijun Zhao, Jia Jia, Yongsheng An, Jie Liang, Lexing Xie and Jiebo Luo. Analyzing and PredictingEmoji Usages in Social Media. In Proceedings of the Web Conference 2018 (WWW 2018).

[29] Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng and Tat-Seng Chua. Detecting Stress Based on Social Interactions in Social Networks. IEEE Transactions on Knowledge & Data Engineering (TKDE 2017).

[30] Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua and Wendy Hall. Cross-Domain Depression Detection via Harvesting Social Media. In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018).

[31] Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu and Zijian Tong. Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017).

[32] Yishuang Ning, Jia Jia, ZhiyongWu, Runnan Li, Yongsheng An, Yanfeng Wang, and Helen Meng. Multi-task Deep Learning for User Intention Understanding in Speech Interaction Systems. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017).

[33] Yaohua Bu, Taoran Tang, Jia Jia, Zhiyuan Ma, Songyao Wu, and Yuming You. AniDraw: When Music and Dance Meet Harmoniously. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017).

[34] Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng and Huan Huang. A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion.In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI2017).

[35] Jiayu Long, Jia Jia, Han Xu. SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI2017).

[36] Xishan Zhang, Jia Jia, Ke Gao, Yongdong Zhang, Dongming Zhang, Jintao Li, and Qi Tian. Trip Outfits Advisor: Location-Oriented Clothing Recommendation. IEEE Transactions on Multimedia (TMM 2017).

[37] Boya Wu, Jia Jia, Yang Yang, Peijun Zhao, Jie Tang and Qi Tian. Inferring Emotional Tags From Social Images With User Demographics. IEEE Transactions on Multimedia (TMM 2017).

[38] Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan. Learning to Appreciate the Aesthetic Effects of Clothing. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016).

[39] Yang Yang, Jia Jia, Boya Wu, Jie Tang. Social Role-Aware Emotion Contagion in Image Social Networks. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016).

[40] Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan and Maosong Sun. Representation Learning of Knowledge Graphs with Entity Descriptions. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016).

[41] Huijie Lin, Jia Jia, Jie Huang, Enze Zhou, Jingtian Fu, Yejun Liu, Huanbo Luan. Moodee: An Intelligent Mobile Companion For Sensing Your Stress From Your Social Media Postings.In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016).

[42] Huijie Lin, Jia Jia, Liqiang Nie, Guangyao Shen and Tat-Seng Chua. What Does Social Media Say About Your Stress? In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI'16).

[43] Yejun Liu, Jia Jia, Jingtian Fu, Yihui Ma, Jie Huang and Zijian Tong. Magic Mirror: A Virtual Fashion Consultant. In Proceedings of the 24th ACM International Conference on Multimedia (MM 2016) .

[44] Xiaohui Wang, Jia Jia, Jie Tang, Boya Wu, Lianhong Cai, Lexing Xie. Modeling Emotion Influence in Image Social Networks. IEEE Transactions on Affective Computing, 2015.

[45] Jia Jia, Zhiyong Wu, Shen Zhang, Helen M. Meng, Lianhong Cai. Head and facial gestures synthesis using PAD model for an expressive talking avatar. Multimedia Tools and Applications, 2014.

[46] Jia Jia, Wai-Kim Leung, Yuhao Wu, XiuLong Zhang, Hao Wang, Lianhong Cai, Helen Meng. Grading the Severity of Mispronunciations in CAPT Based on Statistical Analysis and Computational Speech Perception. Journal of Computer Science and Technology, 2014.

[47] Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Juanzi Li, and Jie Tang. How Do Your Friends on Social Media Disclose Your Emotions? Proceedings of the National Conference on Artificial Intelligence (AAAI 2014).

[48] Huijie Lin, Jia Jia, Quan Guo, Yuanyuan Xue, Qi Li, Jie Huang, Lianhong Cai, Ling Feng. User-level Psychological Stress Detection from Social Media Using Deep Neural Network. Proceedings of the 2014 ACM Conference on Multimedia (MM 2014).

[49] Huijie Lin, Jia Jia, Hanyu Liao, Lianhong Cai. WeCard: A Multimodal Solution for Making Personalized Electronic Greeting Cards. Proceedings of the 21st ACM International Conference on Multimedia (MM 2013).

[50] Xiaohui Wang, Jia Jia, Lianhong Cai. Affective Image Adjustment with a Single Word.Visual Computer, 2013.

[51] Xiaohui Wang, Jia Jia, Peiyun Hu, Sen Wu, Jie Tang and Lianhong Cai. Understanding the Emotional Impact of Images. Proceedings of the 20th ACM International Conference on Multimedia, (MM 2012). (ACM Multimedia Grand Challenge 2nd Prize)

[52] Jia Jia, Sen Wu, Xiaohui Wang, Peiyun Hu, Lianhong Cai and Jie Tang. Can We Understand van Gogh's Mood? Learning to Infer Affects from Images in Social Networks. Proceedings of the 20th ACM International Conference on Multimedia (MM 2012).

[53] Xiaohui Wang, Jia Jia, Hanyu Liao, and Lianhong Cai. Affective Image Colorization. Journal of Computer Science and Technology (JCST'12).

[54] Jia Jia, Shen Zhang, Fanbo Meng, Yongxin Wang and Lianhong Cai. Emotional Audio-Visual Speech Synthesis based on PAD. IEEE Transactions on Audio, Speech and Language Processing, 2011.

[55] Jia Jia, Cai Lianhong. Fake Finger Detection based on Time-series Fingerprint Images Analysis. Advanced Intelligent Computing Theories and Applications, LNCS Proceedings, 2007.

賈珈