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2026 顶会论文

一作ICML 2026Poster· Deep Learning / Theory

Narrowing the ANN–SNN Gap for Continuous 1D Temporal Signal Classification with Multi-Scale Temporal Encoding and Sparsity-Regularized Transform Encoding

Qi Sun · Yulei Huang · Zhen Cao · Biao Hou

效率与系统代码理论与学习动力学OpenReview

一作SIGIR 2026Oral· Information Retrieval (Full)

Distribution-aware Re-representations for Multi-Scenario Recommendations

Qi Sun · Yulin Xu · Zelin Wang · Xiaoyu Kang · Keyan Jin · Jiechao Gao

摘要

Modern applications provided personalized recommendations across diverse scenarios, including the homepage, local pages, and live streams on platforms like TikTok. These scenarios exhibit varying user behavior patterns, resulting in heterogeneous yet interrelated distributions. Existing Multi-Sce...

检索与知识对齐与偏好可解释性OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution

Qi Sun · Zhen Cao · Kaige Geng · Ziyi Zhang · Biao Hou

OpenReview

作者位次 #3/7AAAI 2026Poster· Artificial Intelligence

ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Jiangyuan Wang · Kejun Xiao · Qi Sun · Huaipeng Zhao · Tao Luo · Jiandong Zhang · Xiaoyi Zeng

智能体与工具评测与基准OpenReview

Qi Sun

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2026 顶会论文

Narrowing the ANN–SNN Gap for Continuous 1D Temporal Signal Classification with Multi-Scale Temporal Encoding and Sparsity-Regularized Transform Encoding

Distribution-aware Re-representations for Multi-Scenario Recommendations

Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution

ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

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