57%Worth a look?Worth a lookVote to see the scoreNeurIPS 2026Beijing University of AeronauticNanyang TechnologicalTsinghuaChina TelecomTsinghua University, TsinghuaMulti-agent LLM systemsEvoInspect: A Unified Self-Evolving Multi-Agent Framework for Industrial Hardware InspectionZhuyun Yuan, Jiming Zhang, Haoyuan Sun, Jun Yin and 4 moreSydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet1/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 1 of 20 reviewers recommend itlenient 1/5medium 0/10strict 0/5
57%Worth a look?Worth a lookVote to see the scoreNeurIPS 2026China TelecomChina Telecom Unmanned TechnologTempleImage restorationReliability-Budgeted Edge–Cloud Adaptation for Continual Multimodal Dehazing on UAVJunwei Zhao, Qianchun Luo, Jie WuSydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet1/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 1 of 20 reviewers recommend itlenient 1/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Beijing University of Post and TPekingIndependentChina TelecomTeleAIVision-language modelsGEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal AlignmentYu Yongkang, Haobo Wang, Meng Chen, Han Fang and 6 moreSydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026ZhejiangZhejiang LabChina TelecomVision-language modelsFrom Structural Feedback to Prompt Policies: Learning Faithful Text-to-Image Prompt EditorsWentao Ye, Yali Ye, Zhiqing Xiao, Ru Peng and 6 moreParis Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
80%Must read?Must readVote to see the scoreNeurIPS 2026China TelecomChina Telecom Artificial IntelliTianjinTsinghua University, TsinghuaSpoken language modelsTELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive ScenariosTELEVAL benchmarks Chinese spoken language models on interactional audio-conditioned dialogue, finding competitive semantic accuracy but degraded interactional performance under acoustic variability and a recurring caption trap failure.Zehan Li, Hongjie Chen, Qing Wang, Yuxin Zhang and 8 moreSydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet12/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 12 of 20 reviewers recommend itlenient 5/5medium 6/10strict 1/5