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2026 顶会论文

作者位次 #7/9HPCA 2026Oral· High-Performance Computer Architecture

ESTroM: Element-Flow Architecture for Processing Sparse Tractable Probabilistic Models

Anjunyi Fan · Xuejie Liu · Anji Liu · Qiuping Wu · Jiaqi Yang · Yuchao Qin · Guy Van den Broeck · Yitao Liang · Bonan Yan

长上下文与架构OpenReview

作者位次 #5/6ICML 2026Poster· Probabilistic Methods / Everything Else

Breaking the Factorization Barrier in Diffusion Language Models

Ian Li · Zilei Shao · Benjie Wang · Rose Yu · Guy Van den Broeck · Anji Liu

检索与知识长上下文与架构OpenReview

作者位次 #5/6ICML 2026Poster· Deep Learning / Large Language Models

Mitigating Bias in Locally Constrained Decoding via Tractable Proposals

Meihua Dang · Linxin Song · Honghua Zhang · Jieyu Zhao · Guy Van den Broeck · Stefano Ermon

代码社会与人本OpenReview

作者位次 #3/4ICML 2026Poster· Deep Learning / Large Language Models

ProbMoE: Differentiable Probabilistic Routing for Mixture-of-Experts

Heng Zhao · Zilei Shao · Guy Van den Broeck · Zhe Zeng

效率与系统OpenReview

作者位次 #4/5ACL 2026Poster· Natural Language Processing

The Pitfalls of KV Cache Compression

Alex Chen · Renato Geh · Aditya Grover · Guy Van den Broeck · Daniel Mingyi Israel

摘要

KV cache compression promises increased throughput and efficiency with negligible loss in performance. While the gains in throughput are indisputable and recent literature has indeed shown minimal degradation on particular benchmarks, in general the consequences of compression in realistic scenar...

效率与系统评测与基准检索与知识OpenReview 项目页

Guy Van den Broeck

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