University of Illinois at Urbana-Champaign

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2019

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., El Hajj, I., Rahul Chalamalasetti, S., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W. M., Paul Strachan, J., Roy, K. & Milojicic, D. S., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 715-731 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Q-enhanced Lithium Niobate SH0 Resonators with Optimized Acoustic Boundaries

Chen, C. Y., Li, S. S., Li, M. H., Gao, A., Lu, R. & Gong, S., Apr 2019, IFCS/EFTF 2019 - Joint Conference of the IEEE International Frequency Control Symposium and European Frequency and Time Forum, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8856007. (IFCS/EFTF 2019 - Joint Conference of the IEEE International Frequency Control Symposium and European Frequency and Time Forum, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Q-learning for POMDP: An application to learning locomotion gaits

Wang, T., Taghvaei, A. & Mehta, P. G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2758-2763 6 p. 9030143. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quality Assessment for Large-Scale Industrial Software Systems: Experience Report at Alibaba

Zhi, C., Deng, S., Yin, J., Fu, M., Zhu, H., Li, Y. & Xie, T., Dec 2019, Proceedings - 2019 26th Asia-Pacific Software Engineering Conference, APSEC 2019. IEEE Computer Society, p. 142-149 8 p. 8945717. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantifying and visualizing the demand and supply gap from e-commerce search data using topic models

Goswami, A., Mohapatra, P. & Zhai, C., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 348-353 6 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantifying the Impact of Memory Errors in Deep Learning

Zhang, Z., Huang, L., Huang, R., Xu, W. & Katz, D. S., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. Institute of Electrical and Electronics Engineers Inc., 8890989. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantite Stein variational gradient descent for batch Bayesian optimization

Gong, C., Peng, J. & Liu, Q., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 4212-4221 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quasi-Stochastic Approximation and Off-Policy Reinforcement Learning

Bernstein, A., Chen, Y., Colombino, M., Dall'anese, E., Mehta, P. & Meyn, S., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5244-5251 8 p. 9029247. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Query-specific knowledge summarization with entity evolutionary networks

Yang, C., Gan, L., Wang, Z., Shen, J., Xiao, J. & Han, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2121-2124 4 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

QuickCheck: Using speculation to reduce the overhead of checks in NVM frameworks

Shull, T., Huang, J. & Torrellas, J., Apr 14 2019, VEE 2019 - Proceedings of the 15th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. Sartor, J. B., Naik, M. & Sartor, J. B. (eds.). Association for Computing Machinery, Inc, p. 137-151 15 p. (VEE 2019 - Proceedings of the 15th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quickest Detection of a Dynamic Anomaly in a Sensor Network

Rovatsos, G., Moustakides, G. V. & Veeravalli, V. V., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 98-102 5 p. 9049017. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quickest Detection of a Moving Target in a Sensor Network

Rovatsos, G., Zou, S. & Veeravalli, V. V., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2399-2403 5 p. 8849552. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quickest Detection of Significant Events in Structured Networks

Zou, S., Veeravalli, V. V., Li, J. & Towsley, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1307-1311 5 p. 8645282. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Raman scattering beyond the master equation: Photon-matter correlations and statistics

Shinbrough, K., Teng, Y., Fang, B., Lorenz, V. O. & Cohen, O., Jan 1 2019, CLEO: QELS_Fundamental Science, CLEO_QELS 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F128-CLEO_QELS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Raman Scattering beyond the Master Equation: Photon-Matter Correlations and Statistics

Shinbrough, K., Teng, Y., Fang, B., Lorenz, V. O. & Cohen, O., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8749175. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random Coding Error Exponent for the Bee-Identification Problem

Tandon, A., Tan, V. Y. F. & Varshney, L. R., Aug 2019, 2019 IEEE Information Theory Workshop, ITW 2019. Institute of Electrical and Electronics Engineers Inc., 8989304. (2019 IEEE Information Theory Workshop, ITW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random ensemble of locally optimum detectors for detection of adversarial examples

Goel, A. & Moulin, P., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1189-1193 5 p. 8646479. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Range closest-pair search in higher dimensions

Chan, T. M., Rahul, S. & Xue, J., Jan 1 2019, Algorithms and Data Structures - 16th International Symposium, WADS 2019, Proceedings. Friggstad, Z., Salavatipour, M. R. & Sack, J-R. (eds.). Springer-Verlag, p. 269-282 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11646 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rapid Expansion of Banded Killifish Fundulus diaphanus Across Northern Illinois: Dramatic Recovery or Invasive Species?

Tiemann, J. S., Willink, P. W., Widloe, T. A., Santucci, V. J., Makauskas, D., Hertel, S. D., Lamer, J. T. & Sherwood, J. L., 2019, Midwest Fish and Wildlife Conference 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rational approach to refrigerant charge reduction

Hrnjak, P., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 29-40 12 p. 1832. (Refrigeration Science and Technology; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reachability in concurrent uninterpreted programs

Torre, S. L. & Parthasarathy, M., Dec 2019, 39th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2019. Chattopadhyay, A. & Gastin, P. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 46. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 150).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reading the tea leaves: A comparative analysis of threat intelligence

Li, V. G., Dunn, M., Pearce, P., McCoy, D., Voelker, G. M., Savage, S. & Levchenko, K., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 851-867 17 p. (Proceedings of the 28th USENIX Security Symposium).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Real-time asphalt concrete pavement compaction monitoring using ground penetrating radar

Wang, S., Al-Qadi, I. L., Zhao, S. & Cao, Q., Jan 1 2019, Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology - Selected Papers from the International Airfield and Highway Pavements Conference 2019. Al-Qadi, I. L., Ozer, H., Loizos, A. & Murrell, S. (eds.). American Society of Civil Engineers, p. 106-111 6 p. (Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology - Selected Papers from the International Airfield and Highway Pavements Conference 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Real-time hybrid simulation of a bridge-damper system

Tell, S., Andersson, A., Karoumi, R., Najafi, A. & Spencer, B. F., 2019, Advances in Engineering Materials, Structures and Systems: Innovations, Mechanics and Applications - Proceedings of the 7th International Conference on Structural Engineering, Mechanics and Computation, 2019. Zingoni, A. (ed.). CRC Press/Balkema, p. 1810-1813 4 p. (Advances in Engineering Materials, Structures and Systems: Innovations, Mechanics and Applications - Proceedings of the 7th International Conference on Structural Engineering, Mechanics and Computation, 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recent developments in HVAC&R systems utilizing two-phase ejector for expansion work recovery

Elbel, S., Jan 1 2019, ICR 2019 - 25th IIR International Congress of Refrigeration. Minea, V. (ed.). International Institute of Refrigeration, p. 41-52 12 p. 1833. (Refrigeration Science and Technology; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reconfigurable non-reciprocal acousto-optic modulator

Sohn, D. & Bahl, G., Jan 1 2019, CLEO: Applications and Technology, CLEO_AT 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F127-CLEO_AT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reconfigurable non-reciprocal acousto-optic modulator

Sohn, D. & Bahl, G., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8749512. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reconstruction and Error-Correction Codes for Polymer-Based Data Storage

Pattabiraman, S., Gabrys, R. & Milenkovic, O., Aug 2019, 2019 IEEE Information Theory Workshop, ITW 2019. Institute of Electrical and Electronics Engineers Inc., 8989171. (2019 IEEE Information Theory Workshop, ITW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recovery of Bigeye Chub (Hybopsis amblops) Populations in Illinois

Sherwood, J., Stites, A., Tiemann, J. & Dreslik, M., 2019, Midwest Fish and Wildlife Conference 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recovery of desired flying characteristics with an l1 adaptive control law: Flight test results on calspan’s vss learjet

Ackerman, K. A., Navarro, J. P., Hovakimyan, N., Cotting, M. C., Duke, D. J., Carrera, M. J., McCaskey, N. C., Esposito, D., Peterson, J. M. & Tellefsen, J. R., 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reduced-order modeling of non-equilibrium kinetics and radiation for CO2 axisymmetric wake flows

Sahai, A., Lopez, B., Johnston, C. O. & Panesi, M., Aug 5 2019, 31st International Symposium on Rarefied Gas Dynamics, RGD 2018. Lockerby, D., Emerson, D. R., Wu, L. & Zhang, Y. (eds.). American Institute of Physics Inc., 130002. (AIP Conference Proceedings; vol. 2132).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Reducing mind-wandering during vicarious learning from an intelligent tutoring system

Mills, C., Bosch, N., Krasich, K. & D’Mello, S. K., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Millán, E., Ogan, A., McLaren, B., Hastings, P. & Luckin, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 296-307 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reference free quantitative ultrasound classification of fatty liver

Nguyen, T. & Oelze, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 2424-2427 4 p. 8925666. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Refitting of ro-vibrational specific co2 radiation database to vibrationally specific

Vargas, J. F., Lopez, B., Panesi, M. & da Silva, M. L., 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Registration for Image-Based Transcriptomics: Parametric Signal Features and Multivariate Information Measures

Chen, R., Das, A. B. & Varshney, L. R., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692933. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regularized phase reconstruction for sensing deep subwavelength perturbations on large-scale wafers

Zhu, J. & Goddard, L. L., Jan 1 2019, CLEO: Applications and Technology, CLEO_AT 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F127-CLEO_AT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regularized Phase Reconstruction for Sensing Deep Subwavelength Perturbations on Large-Scale Wafers

Zhu, J. & Goddard, L. L., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8749878. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

REINAM: Reinforcement learning for input-grammar inference

Wu, Z., Johnson, E., Yang, W., Bastani, O., Song, D., Peng, J. & Xie, T., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 488-498 11 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning based text style transfer without parallel training corpus

Gong, H., Bhat, S., Wu, L., Xiong, J. & Hwu, W. M., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 3168-3180 13 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Relationship profiling over social networks: Reverse smoothness from similarity to closeness

Yang, C. & Chang, K., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 342-350 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Remote assessment of pre- And post-disaster critical physical infrastructures using mobile workstation chariot and D4AR models

Golparvar-Fard, M., Thomas, J., Peña-Mora, F. & Savarese, S., 2019, EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering. Tizani, W. (ed.). Nottingham, (EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Replica: A Wireless Manycore for Communication-Intensive and Approximate Data

Fernando, V., Franques, A., Abadal, S., Misailovic, S. & Torrellas, J., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 849-863 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Reproducibility by other means: Transparent research objects

McPhillips, T., Willis, C., Gryk, M. R., Nunez-Corrales, S. & Ludascher, B., Sep 2019, Proceedings - IEEE 15th International Conference on eScience, eScience 2019. Institute of Electrical and Electronics Engineers Inc., p. 502-509 8 p. 9041774. (Proceedings - IEEE 15th International Conference on eScience, eScience 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reproducible hydrological modeling with CyberGIS-Jupyter: A case study on summa

Lyu, F., Yin, D., Padmanabhan, A., Choi, Y., Goodall, J. L., Castronova, A., Tarboton, D. & Wang, S., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3333052. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Research software development & management in Universities: Case studies from manchester's RSDS Group, Illinois' NCSA, and Notre Dame's CRC

Katz, D. S., McHenry, K., Reinking, C. & Haines, R., May 2019, Proceedings - 2019 IEEE/ACM 14th International Workshop on Software Engineering for Science, SE4Science 2019. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. 8823733. (Proceedings - 2019 IEEE/ACM 14th International Workshop on Software Engineering for Science, SE4Science 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resonant Torsional Micro-Actuators Using Thin-Film Lithium Niobate

Emad, A., Lu, R., Li, M. H., Yang, Y., Wu, T. & Gong, S., Jan 2019, 2019 IEEE 32nd International Conference on Micro Electro Mechanical Systems, MEMS 2019. Institute of Electrical and Electronics Engineers Inc., p. 282-285 4 p. 8870894. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS); vol. 2019-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resurgence of Regression Test Selection for C++

Fu, B., Misailovic, S. & Gligoric, M., Apr 2019, Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019. Institute of Electrical and Electronics Engineers Inc., p. 323-334 12 p. 8730161. (Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reusable inline caching for Javascript performance

Choi, J., Shull, T. & Torrellas, J., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 889-901 13 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Reversible optogenetic control of growth factor signaling during cell differentiation and vertebrate embryonic development

Krishnamurthy, V., Khamo, J., Mondal, P., Sharum, S., Yang, J. & Zhang, K., Apr 8 2019, Optical Manipulation and Its Applications - Proceedings Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA, BRAIN, NTM, OMA, OMP). Optical Society of America (OSA), (Optical Manipulation and Its Applications - Proceedings Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA, BRAIN, NTM, OMA, OMP)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Review of chemical-electric multimode space propulsion

Rovey, J. L., Lyne, C. T., Mundahl, A. J., Rasmont, N., Glascock, M. S., Wainwright, M. J. & Berg, S. P., 2019, AIAA Propulsion and Energy Forum and Exposition, 2019. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Propulsion and Energy Forum and Exposition, 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution