APSIPA ASC 2026 will continue holding the grand challenges introduced during the last edition. We are now calling for prospective organizers to submit proposals for organizing grand challenges (GC) as technical events of APSIPA ASC 2026. The proposals should be relevant to the theme and diverse areas of APSIPA ASC 2026, as shown in the Call for Papers. This session should include an overview presentation of the organizers (including the announcement of the winners), followed by the SPGC paper presentations (oral or poster) of the top ranked teams or innovative contributions, typically followed by a panel or open discussion.
GC organizers facilitate participation, communication and impact; but cannot compete in the challenge they are organizing.
GC organizers should provide public datasets if applicable, including training data with ground truth and test data without ground truth for final assessment. An optional hidden test set for evaluating the generalizability of their approach and a baseline model are encouraged for illustrative purposes.
Evaluation criteria and ranking methods must be clearly announced, transparent, and unbiased. Regular leaderboard updates via platforms (e.g., Codabench, Kaggle, Piazza) are encouraged, with provided baselines/ metrics. The competition may run for 2–3 months to find the winning teams.
Organizers may offer or solicit prize awards, presented at APSIPA ASC 2026 in Hanoi, Vietnam, though the APSIPA organizing committee will not offer monetary awards.
Organizers must submit a challenge overview paper and at least 6 winning/invited team papers to APSIPA ASC 2026 paper submission portal by April 24, all are subjected to peer review. The early bird registration can be extended for these group of grand challenge authors.
Winning award papers will also be invited to submit a full paper to the open access APSIPA Transaction on Signal and Information Processing.
| Initial proposal submission: | February 25, 2026 |
| Notification of proposal acceptance: | March 1, 2026 |
| GC paper submission: | April 24, 2026 |
| Notification of paper acceptance: | June 1, 2026 |
| Camera-ready GC paper submission: | June 15, 2026 |
| Registration: | June 15, 2026 |
| GC paper presentation: | November 9-12, 2026 |
For accepted GC proposals, APSIPA ASC 2026 will provide the following support:
Please note that the conference does not cover honoraria, travel expenses, accommodation, and registration for GC organizers and GC paper presenting authors. GC organizers are responsible for coordinating their GC teams' participation and ensuring their availability for the GC paper presentations.
VNU University of Engineering and Technology, Vietnam