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NeurIPS 2026LIGHTSPEED STUDIOSTencent LightSpeedCity University of Hong KongMultimodal reasoning

IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning

xiao chen, Dong Fang, Haitao Li, Qing Li

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026PekingChinese University of Hong KongLIGHTSPEED STUDIOSThe Chinese University of Hong KReward models & LLM-as-a-judge

DiagSQL: A Diagnostic Validator for Text-to-SQL with Reward Allocation and Co-occurrence Shaping

Weibin Liao, Bowen Cao, Dong Fang, Wai Lam

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026East China NormalLIGHTSPEED STUDIOSLightSpeedVideo understanding

Q-Focus: Let the Question Guide What to See in Long Videos

Junbo Qiao, Xinning Chai, Dong Fang, Sifa Xie and 1 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 0 of 20 reviewers recommend it
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