Good Papers

Showing papers from William & Mary Show all papers

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Temporal Pair Consistency for Flow Matching

Chika Maduabuchi, Jindong Wang

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
72%Highly rated
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VTV-FM: Flow Matching through Variational Terminal-Velocity Closure

VTV-FM enables second-order flow matching via a minimum-acceleration variational terminal-velocity closure for static data, improving transport geometry and generation quality.

Haoyang Jiang, Yuheng Li, Di Yang, Yanhai Xiong and 2 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 3/5
medium 4/10
strict 1/5
83%Must read
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HyCO: A Hybrid Neural Solver for Combinatorial Optimization

HyCO hybridizes RL and diffusion solvers for combinatorial optimization, theoretically and empirically achieving lower regret via adaptive prefix construction and regime-switching.

Yuheng Li, Di Yang, Haipeng Chen, Yanhai Xiong

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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13/20 AI panelreviewers recommend it

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AI panel: 13 of 20 reviewers recommend it
lenient 3/5
medium 8/10
strict 2/5
72%Highly rated
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AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent

AgentArk distills multi-agent reasoning into a single LLM via hierarchical strategies, achieving multi-agent performance with single-agent efficiency.

Yinyi Luo, Yiqiao Jin, Weichen Yu, Mengqi Zhang and 5 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 8 on Hugging Face · Code ★ 216

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5
76%Highly rated
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UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning

UniPath adaptively selects reasoning paths across understanding and generation to improve unified multimodal reasoning via diverse coordination strategies.

Haoyue Bai, Yinyi Luo, Wenwen Wang, Qingsong Wen and 1 more

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 3 on Hugging Face

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10/20 AI panelreviewers recommend it

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5