Sam Gagner also scored in the shootout for the Oilers, who were making their debut in the lockout-shortened season, while Devan Dubnyk stopped both Vancouver attempts.
The Canucks blew a 2-0 lead and have suffered back-to-back losses after losing 7-3 to Anaheim at home on Saturday night.
Jordan Eberle had the other goal in regulation for Edmonton.
Alex Edler and Zack Kassian scored for Vancouver.
Roberto Luongo, who was expected to be traded after being displaced as Vancouver's starter by Cory Schneider in last spring's
Dubnyk finished with 27 to get the win.
Trailing 2-0 late in the second period, Eberle got the Oilers on the board by roofing a backhand past Luongo from a sharp angle with just four seconds left in the period.
Edmonton pressed for the tie in the third period, with Hemsky beating Luongo on a weak shot from the wing on the power play at 14:05.
The goal came after Andrew Ebbett took a penalty for tripping Oilers rookie Nail Yakupov, who was making his NHL debut.
Ryan Nugent-Hopkins had a chance to put the Oilers ahead with just over 2 1/2 minutes left in the third, but he fired wide on a rush. Luongo then stopped
Luongo mopped up for Schneider in Saturday's loss to Anaheim.
Canucks coach Alain Vigneault to start Luongo against Edmonton in the second of back-to-back games rather than give Schneider a chance to redeem himself and restore some confidence.
"I had (the starting assignment) figured out a couple of days ago, and nothing that happened (Saturday) night changed my mind," Vigneault told reporters after the team's
The Oilers had 12 players in the AHL or in Europe during the lockout, while only four Canucks played overseas during the labor dispute.
Vancouver had trouble dealing with Edmonton's speed in the early going, but Edler opened the scoring at 10:58 of the first period, sending a slap shot by Dubynyk.
Play opened up in the second period, forcing Luongo to stop a Shawn Horcoff one-timer. A little while later, Kassian missed the net on two chances twice on the same shift before he doubled the Vancouver lead at 14:18.
Notes: The Oilers have not qualified for the postseason since losing the 2006 Stanley Cup final to the Carolina Hurricanes. ... Justin Schultz, a highly coveted free agent signing




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