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Showing papers from Illinois Institute of Technology Show all papers

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NeurIPS 2026U Illinois ChicagoU Illinois at ChicagoIllinois Institute of TechnologyU WashingtonState University of New York at Agent benchmarks & environments

JARVIS-Bench: Benchmarking Personal Intelligence Agents on Long-Horizon Real-User Daily Traces

Weizhi Zhang, Wei-Chieh Huang, Yueqing Liang, Liwei Jiang and 36 more

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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2/20 AI panelreviewers recommend it

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78%Highly rated
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NeurIPS 2026NorthwesternIllinois Institute of TechnologyU Michigan - Ann ArborU California, Los AngelesU California, San DiegoLong-context modeling

Attention Sinks and Outliers in Attention Residuals

OASIS stabilizes dual-normalized attention-residual architectures via null routing and token-to-depth null coupling, reducing activation outliers by 81.75% and improving low-bit quantized reasoning by 42.11%.

Haozheng Luo, Haoran Dai, Shaoyang Zhang, Xi Chen and 9 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face · Code ★ 3

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11/20 AI panelreviewers recommend it

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AI panel: 11 of 20 reviewers recommend it
lenient 1/5
medium 8/10
strict 2/5