Publication ZipFlow: a Compiler-based Framework to Unleash Compressed Data Movement for Modern GPUs Gwangoo Yeo, Zhiyang Shen, Wei Cui, Matteo Interlandi, Rathijit Sen, Bailu Ding, Qi Chen, Minsoo Rhu VLDB 2026 Industrial Track | August 2026
Publication Federated Combinatorial Causal Bandits with Heterogeneous Causal Influences Zheshun Wu, Wei Chen, Zenglin Xu, Fang Kong 42nd Conference on Uncertainty in Artificial Intelligence (UAI) | August 2026
Publication Embedding-Space Orthogonal Decomposition for Robust Social Recommendation Rongfeng Guo, Yinxuan Huang, Wei Chen, Mingyang Zhou, Yusen Wu, Yangchen Zeng, Han Chen, Hao Liao 2026 the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2026
Publication RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo July 2026 arXiv | July 2026
Publication Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation Yifan Zhou, Qihao Yang, Yan Li, Donggang Li, Xiru Hu, Hokin Deng, Ziyang Gong, Xuanyi Zhou, Huacan Wang, Xiang-yu Yan, Wanghan Xu, Wenlong Zhang, Shaofeng Zhang, Yueying Zhou, Yifan Yang, Zhihang Zhong, Xue Yang July 2026 arXiv | July 2026
Publication From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Ying Chang, Jiahang Xu, Xuan Feng, Chenyuan Yang, Peng Cheng, Yuqing Yang July 2026 arXiv | July 2026
Publication Can LLMs Really Recover Microservice Failures? A Recovery-Aware Evaluation of Diagnosis-to-Action Reasoning Jiaxing Qi, Zhongzhi Luan, Hongyu Zhang, Shaohan Huang, Carol J. Fung, Yongxin Tong, Hailong Yang, Depei Qian July 2026 arXiv | July 2026
Publication Multi-Turn On-Policy Distillation with Prefix Replay Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei July 2026 arXiv | July 2026
Publication HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Shei Pern Chua, Hao Wu, Qianli Ma, Fangzhao Wu July 2026 arXiv | July 2026
Publication Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026
Research
Research