Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking

Pengfei Zhu, Hongtao Yu, Kaihua Zhang +5

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs

Wen Zhang, Xiangnan Chen, Zhen Yao +10

ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation

Yuxin Chen, Liang Luo, Buyun Zhang +44

The paper introduces ROCS, a request-oriented compute sharing framework that restructures recommendation inference to evaluate shared request features once per request rather than…

Tele-Knowledge Pre-training for Fault Analysis

Zhuo Chen, Wen Zhang, Yufeng Huang +14

Interactive Trajectory Planner for Mandatory Lane Changing in Dense Non-Cooperative Traffic

Xiangguo Liu, Jianxing Chen, Shan Li +7

Enhanced Catalytic Activity of Gold@Polydopamine Nanoreactors with Multi-compartment Structure Under NIR Irradiation

Shilin Mei, Zdravko Kochovski, Rafael Roa +6

KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta

Gang Liao, Hongsen Qin, Ying Wang +36

Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training

Hongxin Zhi, Hongtao Yu, Shaome Li +2

TLX: Hardware-Native, Evolvable MIMW GPU Compiler for Large-scale Production Environments

Yue Guan, Hongtao Yu, Peng Chen +10

Towards Fine-Grained Recognition with Large Visual Language Models: Benchmark and Optimization Strategies

Cong Pang, Hongtao Yu, Zixuan Chen +2

Unsupervised Seismic Footprint Removal With Physical Prior Augmented Deep Autoencoder

Feng Qian, Yuehua Yue, Yu He +4