SG
Scott Geng
cs.CVcs.LGcs.AIcs.CLcs.CRcs.PLcs.SE
On Valency
published · living versionsW_3sasu23e·v1 · currentpublished
s: Simple Scaling of Swarms via Cooperative Multi-agent RL
with Kunal Jha, Gonçalo Faria, Shuyue Stella Li, Faeze Brahman +4
1 version
Preprints & journals
8 papers in the corpus · 2022–2025Olmo 32512.13961v2 · Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl et al.2025 · 5 citationsarXiv
Self-Improving VLM Judges Without Human Annotations2512.05145v1 · Inna Wanyin Lin, Yushi Hu, Shuyue Stella Li et al.2025 · 0 citationsarXiv
The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains2507.06187v1 · Scott Geng, Hamish Ivison, Chun-Liang Li et al.2025 · 0 citationsarXiv
Spurious Rewards: Rethinking Training Signals in RLVR2506.10947v2 · Rulin Shao, Shuyue Stella Li, Rui Xin et al.2025 · 1 citationarXiv
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better2406.05184v5 · Scott Geng, Cheng-Yu Hsieh, Vivek Ramanujan et al.2024 · 7 citationsarXiv
Affective Faces for Goal-Driven Dyadic Communication2301.10939v1 · Scott Geng, Revant Teotia, Purva Tendulkar et al.2023 · 3 citationsarXiv
Understanding Zero-Shot Adversarial Robustness for Large-Scale Models2212.07016v2 · Chengzhi Mao, Scott Geng, Junfeng Yang et al.2022 · 19 citationsarXiv
NeuDep: Neural Binary Memory Dependence Analysis2210.02853v1 · Kexin Pei, Dongdong She, Michael Wang et al.2022 · 9 citationsarXiv
Career total: 8 works. 8 are in this corpus.
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