Classification of Abnormal Traffic in Smart Grids Based on GACNN and Data Statistical Analysis. - Feifei Hu; Situo Zhang; Xubin Lin; Liu Wu; Niandong Liao (Secur. Commun. Networks, 2021)

Semantic Sequence Labeling Model of Power Dispatching Based on Deep Long Short Term Memory Network. - Feifei Hu; Shibo Zeng; Danke Hong; Situo Zhang; Yongwei Song; Cheng Xu 005 (J. Interconnect. Networks, 2022)

Research on Security Audit Technology of Smart Grid Database Based on Neural Networks. - Xubin Lin; Situo Zhang; Feifei Hu; Liu Wu (ICCCS, 2023)

Large Language Models Are Semi-Parametric Reinforcement Learning Agents. - Danyang Zhang; Lu Chen 002; Situo Zhang; Hongshen Xu; Zihan Zhao; Kai Yu 004 (NeurIPS, 2023)

Large Language Model Is Semi-Parametric Reinforcement Learning Agent. - Danyang Zhang; Lu Chen 002; Situo Zhang; Hongshen Xu; Zihan Zhao; Kai Yu 004 (CoRR, 2023)

Intelligent question and answer analysis model of power ICT based on BI-LSTM-CRF. - Feifei Hu; Shibo Zeng; Danke Hong; Situo Zhang; Yongwei Song; Cheng Xu 005 (Int. J. Model. Simul. Sci. Comput., 2023)

Network traffic classification model based on attention mechanism and spatiotemporal features. - Feifei Hu; Situo Zhang; Xubin Lin; Liu Wu; Niandong Liao; Yanqi Song (EURASIP J. Inf. Secur., 2023)

MULTI: Multimodal Understanding Leaderboard with Text and Images. - Zichen Zhu; Yang Xu; Lu Chen 002; Jingkai Yang; Yichuan Ma; Yiming Sun; Hailin Wen; Jiaqi Liu; Jinyu Cai; Yingzi Ma; Situo Zhang; Zihan Zhao; et al. (CoRR, 2024)

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback. - Hongshen Xu; Zichen Zhu; Da Ma; Situo Zhang; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (CoRR, 2024)

MobA: A Two-Level Agent System for Efficient Mobile Task Automation. - Zichen Zhu; Hao Tang; Yansi Li; Kunyao Lan; Yixuan Jiang; Hao Zhou; Yixiao Wang; Situo Zhang; Liangtai Sun; Lu Chen 002; Kai Yu 004 (CoRR, 2024)

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity. - Da Ma; Lu Chen 002; Situo Zhang; Yuxun Miao; Su Zhu; Zhi Chen 006; Hongshen Xu; Hanqi Li; Shuai Fan 005; Lei Pan; Kai Yu 004 (CoRR, 2024)

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures. - Situo Zhang; Hankun Wang; Da Ma; Zichen Zhu; Lu Chen 002; Kunyao Lan; Kai Yu 004 (CoRR, 2024)

Fast and High-Quality Auto-Regressive Speech Synthesis via Speculative Decoding. - Bohan Li 003; Hankun Wang; Situo Zhang; Yiwei Guo; Kai Yu 004 (ICASSP, 2025)

ProgRM: Build Better GUI Agents with Progress Rewards. - Danyang Zhang; Situo Zhang; Ziyue Yang; Zichen Zhu; Zihan Zhao; Ruisheng Cao; Lu Chen 002; Kai Yu 004 (CoRR, 2025)

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning. - Situo Zhang; Hanqi Li; Lu Chen 002; Zihan Zhao; Xuanze Lin; Zichen Zhu; Bo Chen; Xin Chen; Kai Yu 004 (CoRR, 2025)

ChemDFM-R: An Chemical Reasoner LLM Enhanced with Atomized Chemical Knowledge. - Zihan Zhao; Bo Chen; Ziping Wan; Lu Chen 002; Xuanze Lin; Shiyang Yu; Situo Zhang; Da Ma; Zichen Zhu; Danyang Zhang; Huayang Wang; Zhongyang Dai; et al. (CoRR, 2025)