Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Depei Qian is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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APERTURE: Algorithm-System Co-optimization for Temporal Graph Network Inference
Wang, Y., Yang, H., Yu, E., Sun, Q., Ma, K., Zhang, K., Xie, C. & Qian, D., 28 Jan 2026, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026. Hosking, T., Musuvathi, M. & Taura, K. (eds.). Association for Computing Machinery, Inc, p. 564-576 13 p. (Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ElasGNN: An Elastic Training Framework for Distributed GNN Training
Wang, S., Yang, H., Wang, P., Cao, H., Xu, Y., Wang, X., Luan, Z., Liu, Y. & Qian, D., 28 Jan 2026, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026. Hosking, T., Musuvathi, M. & Taura, K. (eds.). Association for Computing Machinery, Inc, p. 551-563 13 p. (Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploiting Efficient Mapping and Pipelined Execution for Accelerating SpMV on Tensor Cores
Zhang, K., Yang, H., You, X., Feng, T., Xu, Y., Luan, Z., Liu, Y. & Qian, D., 28 Jan 2026, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026. Hosking, T., Musuvathi, M. & Taura, K. (eds.). Association for Computing Machinery, Inc, p. 245-258 14 p. (Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploiting Transformer-Based Static Binary Analysis for Identifying Inefficient Locks
Xuan, Z., You, X., Yang, H., Chen, J., Luan, Z., Liu, Y. & Qian, D., 2026, Network and Parallel Computing - 21st IFIP WG 10.3 International Conference, NPC 2025, Proceedings. Wang, X., Ye, B., Jiang, X. & Crespi, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 90-102 13 p. (Lecture Notes in Computer Science; vol. 16305 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Identifying Potential Anomalous Operations in Graph Neural Network Training
Xuan, Z., Yang, H., You, X., Luan, Z., Liu, Y. & Qian, D., 2026, Advanced Parallel Processing Technologies - 16th International Symposium, APPT 2025, Proceedings. Li, C., Qian, X., Gizopoulos, D. & Grot, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 367-376 10 p. (Lecture Notes in Computer Science; vol. 16062 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review