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2026 顶会论文

作者位次 #8/10NDSS 2026Oral· Network & Distributed System Security

CHAMELEOSCAN: Demystifying and Detecting iOS Chameleon Apps via LLM-Powered UI Exploration

Hongyu Lin · Yicheng Hu · Haitao Xu · Yanchen Lu · Mengxia Ren · Shuai Hao · Chuan Yue · Zhao Li · Fan Zhang · Yixin Jiang

安全OpenReview

作者位次 #4/8ICML 2026Poster· Applications / Time Series

TimeOmni-VL: Unified Models for Time Series Understanding and Generation

Tong Guan · SHENG PAN · Johan Barthelemy · Zhao Li · Yujun Cai · Cesare Alippi · Ming Jin · Shirui Pan

OpenReview

作者位次 #3/3ACL 2026Poster· Natural Language Processing

SCOPE : Boosting LLM Efficiency with Scoped Position Encoding

Qingguo Qi · Hongyang Chen · Zhao Li

摘要

Positional encodings are fundamental to Transformers, yet explicit methods like RoPE can degrade under length extrapolation and may incur extra arithmetic and memory-access overhead. In this paper, we propose Scoped Position Encoding (ScoPE), a novel framework that reimagines structured sparsity...

效率与系统长上下文与架构可解释性OpenReview 项目页

作者位次 #8/8KDD 2026Oral· Knowledge Discovery & Data Mining

Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction

Yang Liu · Chuan Zhou · Shuai Zhang · Xiaotong Wu · Peng Zhang · Xixun Lin · Shirui Pan · Zhao Li

检索与知识OpenReview

作者位次 #3/5KDD 2026Oral· Knowledge Discovery & Data Mining

GRASP: Manifold-Aware Structural Guidance for Generative Atmospheric Super-Resolution

Yifan Sun · Tianrui Chen · Zhao Li · Chao Zhang · Lei Cheng

检索与知识OpenReview

作者位次 #6/6CHI 2026Oral· Human-Computer Interaction

The Privacy Paradox of LLMs: User Perceptions and the Reality of PII Leakage

Shuai Cheng · Haitao Xu · Shu Meng · Shuai Hao · Chuan Yue · Zhao Li

安全社会与人本OpenReview

作者位次 #5/8AAAI 2026Poster· Artificial Intelligence

EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation

Yonghao Dong · Qiang He · Penghong Rui · Zhenzhe Zheng · Zhao Li · Feifei Chen · Hai Jin · Yun Yang

多模态强化学习与后训练OpenReview

作者位次 #8/8AAAI 2026Poster· Artificial Intelligence

LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation

Lin Du · Lu Bai · Jincheng Li · Lixin Cui · Hangyuan Du · Lichi Zhang · Yuting Chen · Zhao Li

效率与系统OpenReview

作者位次 #8/8AAAI 2026Poster· Artificial Intelligence

Multi-Granular Graph Learning with Fine-Grained Behavioral Pattern Awareness for Session-Based Recommendation

Ming Li · Zihao Yan · Yuting Chen · Lixin Cui · Lu Bai · Feilong Cao · Ke Lv · Zhao Li

OpenReview

一作AAAI 2026Poster· Artificial Intelligence

LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes

Zhao Li · Zixin Lin · Donghui Ding · Yichen Zhong · Biao Wang · Haitao Xu · Peng Cai

检索与知识OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning

Zhao Li · Mingwu Liu · Xu-Hua Yang · Haipeng Dai · Ji Zhang · Yangbohan Jiao

推理OpenReview

Zhao Li

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2026 顶会论文

CHAMELEOSCAN: Demystifying and Detecting iOS Chameleon Apps via LLM-Powered UI Exploration

TimeOmni-VL: Unified Models for Time Series Understanding and Generation

SCOPE : Boosting LLM Efficiency with Scoped Position Encoding

Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction

GRASP: Manifold-Aware Structural Guidance for Generative Atmospheric Super-Resolution

The Privacy Paradox of LLMs: User Perceptions and the Reality of PII Leakage

EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation

LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation

Multi-Granular Graph Learning with Fine-Grained Behavioral Pattern Awareness for Session-Based Recommendation

LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes

Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning

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