ACON: Optimizing Context Compression for Long-horizon LLM Agents
Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin Inan, Lukas Wutschitz, Yanzhi Chen, Robert Sim, Saravan Rajmohan
ICML 2026 | June 2026
Yanzhi Chen
Visiting Researcher
Publications
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InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate
Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang
ICML 2026 | June 2026
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Neural Mutual Information Estimation with Vector Copulas
Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann
NeurIPS 2025 | September 2025
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On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective
Shoaib Ahmed Siddiqu, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
COLING 2025 | January 2025
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InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate
Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang
ICML 2026 | June 2026
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ACON: Optimizing Context Compression for Long-horizon LLM Agents
Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin Inan, Lukas Wutschitz, Yanzhi Chen, Robert Sim, Saravan Rajmohan
ICML 2026 | June 2026
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Neural Mutual Information Estimation with Vector Copulas
Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann
NeurIPS 2025 | September 2025
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On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective
Shoaib Ahmed Siddiqu, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
COLING 2025 | January 2025
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InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate
Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang
ICML 2026 | June 2026
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Neural Mutual Information Estimation with Vector Copulas
Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann
NeurIPS 2025 | September 2025
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On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective
Shoaib Ahmed Siddiqu, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
COLING 2025 | January 2025
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InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate
Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang
ICML 2026 | June 2026
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ACON: Optimizing Context Compression for Long-horizon LLM Agents
Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin Inan, Lukas Wutschitz, Yanzhi Chen, Robert Sim, Saravan Rajmohan
ICML 2026 | June 2026
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Neural Mutual Information Estimation with Vector Copulas
Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann
NeurIPS 2025 | September 2025
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On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective
Shoaib Ahmed Siddiqu, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller
COLING 2025 | January 2025
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