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2026 顶会论文

作者位次 #5/6ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

VELR: Efficient Video Reward Feedback via Ensemble Latent Reward Models

Liyu Zhang · Kehan Li · Tao Zhou · Zeyi Huang · Chao LI · Jiming Chen

对齐与偏好多模态效率与系统OpenReview

作者位次 #3/3ICML 2026Poster· Applications / Time Series

Anti-Aliasing Matters: A Dynamic Network for Time Series Forecasting

Heng Zhou · Xin Sun · Chao LI

OpenReview

作者位次 #9/11ACL 2026Poster· Natural Language Processing

Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLM s

Binxing Xu · Hao Gu · Lujun Li · Hao Wang · Bei Liu · Jiacheng Liu · Qiyuan Zhu · Xintong Yang · Chao LI · Sirui Han · Yike Guo

摘要

Training LLMs at ultra-low precision remains a formidable challenge. Direct low-bit QAT often suffers from convergence instability and substantial training costs, exacerbated by quantization noise from heavy-tailed outlier channels and error accumulation across layers. To address these issues, we...

效率与系统对齐与偏好强化学习与后训练OpenReview 项目页

作者位次 #3/3KDD 2026Oral· Knowledge Discovery & Data Mining

LTSV: Layered Type-Constrained Shapley Value for Heterogeneous Graph Data Valuation

Xin Tang · Quanyan Gao · Chao LI

检索与知识OpenReview

作者位次 #6/9KDD 2026Oral· Knowledge Discovery & Data Mining

CoPack: Collaborate Simulation and Reality for Robot Packing Learning in Real-world and Physical Engine

Lidi Zhang · Han Wu · Liyu Zhang · Ruofeng Liu · Haotian Wang · Chao LI · Desheng Zhang · Yunhuai Liu · Tian He

检索与知识社会与人本OpenReview

作者位次 #4/4AAAI 2026Poster· Artificial Intelligence

State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis

Xin Sun · Heng Zhou · Yuhao Wu · Chao LI

OpenReview

Chao LI

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