Role-RL: Online Long-Context Processing with Role Reinforcement Learning for Distinct LLMs in Their Optimal Roles. - Lewei He; Tianyu Shi 003; Pengran Huang; Bingzhi Chen; Qianglong Chen; Jiahui Pan 003 (CoRR, 2024)

FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system. - Zeyuan Li; Yangfan He; Lewei He; Jianhui Wang; Tianyu Shi 003; Bin Lei; Yuchen Li 015; Qiuwu Chen (CoRR, 2024)

Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey. - Junqiao Wang; Zeng Zhang; Yangfan He; Yuyang Song; Tianyu Shi 003; Yuchen Li 015; Hengyuan Xu; Kunyu Wu; Guangwu Qian; Qiuwu Chen; Lewei He (CoRR, 2024)

VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation. - Hao Chen; Tianyu Shi 003; Pengran Huang; Zeyuan Li; Jiahui Pan 003; Qianglong Chen; Lewei He (EMNLP (Findings), 2025)

Catch Me If You Can: A Multi-Agent Synthetic Fraud Detection Framework for Complex Networks. - Qianyu Wang; Wei-Tek Tsai; Tianyu Shi 003; Zhuang Liu 001; Bowen Du (ICDE, 2025)

FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding OptimizatioN. - Zeyuan Li; Yangfan He; Lewei He; Jianhui Wang; Tianyu Shi 003; Bin Lei; Yuchen Li 015; Qiuwu Chen (ICME, 2025)

Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing. - Bo Gao 004; Jianhui Wang 001; Xinyuan Song 002; Yangfan He; Fangxu Xing; Tianyu Shi 003 (ACM Multimedia, 2025)

Twin Co-Adaptive Dialogue for Progressive Image Generation. - Jianhui Wang 001; Yangfan He; Yan Zhong 001; Xinyuan Song 002; Jiayi Su; Yuheng Feng; Ruoyu Wang; Hongyang He; Wenyu Zhu; Xinhang Yuan; Miao Zhang 010; Keqin Li; et al. (ACM Multimedia, 2025)

Mitigating Digital Ageism in Skin Lesion Detection with Adversarial Learning. - Shehroz S. Khan; Tianyu Shi 003; Simon Donato-Woodger; Charlene H. Chu (Algorithms, 2025)

Hide and seek in transaction networks: a multi-agent framework for simulating and detecting money laundering activities. - Qianyu Wang; Wei-Tek Tsai; Tianyu Shi 003; Wang Tang; Bowen Du (Complex Intell. Syst., 2025)

CCMA: A framework for cascading cooperative multi-agent in autonomous driving merging using Large Language Models. - Miao Zhang 010; Zhenlong Fang; Tianyi Wang; Shuai Lu; Xueqian Wang 001; Tianyu Shi 003 (Expert Syst. Appl., 2025)

SAGE: Self-evolving Agents with Reflective and Memory-augmented Abilities. - Xuechen Liang; Meiling Tao; Yinghui Xia; Jianhui Wang 001; Kun Li 014; Yijin Wang; Yangfan He; Jingsong Yang; Tianyu Shi 003; Yuantao Wang; Miao Zhang 010; Xueqian Wang 001 (Neurocomputing, 2025)

MDANet: A multi-stage domain adaptation framework for generalizable low-light image enhancement. - Jianhui Wang 001; Yangfan He; Kun Li 014; Sida Li; Lan Zhao; Jun Yin; Miao Zhang 010; Tianyu Shi 003; Xueqian Wang 001 (Neurocomputing, 2025)

TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation. - Yuheng Feng; Jianhui Wang 001; Kun Li 014; Sida Li; Tianyu Shi 003; Haoyue Han; Miao Zhang 010; Xueqian Wang 001 (CoRR, 2025)

SCORE: Story Coherence and Retrieval Enhancement for AI Narratives. - Qiang Yi; Yangfan He; Jianhui Wang 001; Xinyuan Song 002; Shiyao Qian; Miao Zhang 010; Li Sun 010; Tianyu Shi 003 (CoRR, 2025)

DebFlow: Automating Agent Creation via Agent Debate. - Jinwei Su; Yinghui Xia; Ronghua Shi; Jianhui Wang; Jianuo Huang; Yijin Wang; Tianyu Shi 003; JingSong Yang; Lewei He (CoRR, 2025)

GraphALM: Active Learning for Detecting Money Laundering Transactions on Blockchain Networks. - Qianyu Wang; Wei-Tek Tsai; Tianyu Shi 003 (IEEE Netw., 2025)

Twin Co-Adaptive Dialogue for Progressive Image Generation. - Jianhui Wang 001; Yangfan He; Yan Zhong 001; Xinyuan Song 002; Jiayi Su; Yuheng Feng; Hongyang He; Wenyu Zhu; Xinhang Yuan; Kuan Lu; Menghao Huo; Miao Zhang 010; et al. (CoRR, 2025)

Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding. - Kun Li 014; Jianhui Wang 001; Yangfan He; Xinyuan Song 002; Ruoyu Wang; Hongyang He; Wenxin Zhang; Jiaqi Chen; Keqin Li; Sida Li; Miao Zhang 010; Tianyu Shi 003; et al. (CoRR, 2025)

eSapiens: A Real-World NLP Framework for Multimodal Document Understanding and Enterprise Knowledge Processing. - Isaac Shi; Zeyuan Li; Wenli Wang; Lewei He; Yang Yang; Tianyu Shi 003 (CoRR, 2025)

Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration. - Xinyuan Song 002; Zeyu Wang; Siyi Wu; Tianyu Shi 003; Lynn Ai (CoRR, 2025)

eSapiens: A Platform for Secure and Auditable Retrieval-Augmented Generation. - Isaac Shi; Zeyuan Li; Fan Liu; Wenli Wang; Lewei He; Yang Yang; Tianyu Shi 003 (CoRR, 2025)

THOR: Transformer Heuristics for On-Demand Retrieval. - Isaac Shi; Zeyuan Li; Fan Liu; Wenli Wang; Lewei He; Yang Yang; Tianyu Shi 003 (CoRR, 2025)

eSapiens's DEREK Module: Deep Extraction & Reasoning Engine for Knowledge with LLMs. - Isaac Shi; Zeyuan Li; Fan Liu; Wenli Wang; Lewei He; Yang Yang; Tianyu Shi 003 (CoRR, 2025)

MountainLion: A Multi-Modal LLM-Based Agent System for Interpretable and Adaptive Financial Trading. - Siyi Wu; Zhaoyang Guan; Leyi Zhao; Xinyuan Song 002; Xinyu Ying; Hanlin Zhang; Michele Pak; Yangfan He; Yi Xin; Jianhui Wang 001; Tianyu Shi 003 (CoRR, 2025)

Meta-Learning Reinforcement Learning for Crypto-Return Prediction. - Junqiao Wang; Zhaoyang Guan; Guanyu Liu; Tianze Xia; Xianzhi Li; Shuo Yin; Xinyuan Song 002; Chuhan Cheng; Tianyu Shi 003; Alex Lee (CoRR, 2025)

Difficulty-Aware Agent Orchestration in LLM-Powered Workflows. - Jinwei Su; Yinghui Xia; Qizhen Lan; Xinyuan Song 002; Chen Chen; JingSong Yang; Lewei He; Tianyu Shi 003 (CoRR, 2025)

MAPGD: Multi-Agent Prompt Gradient Descent for Collaborative Prompt Optimization. - Yichen Han; Bojun Liu; Zhengpeng zhou; Guanyu Liu; Zeng Zhang; Yang Yang; Wenli Wang; Isaac Shi; Yunyan; Lewei He; Tianyu Shi 003 (CoRR, 2025)

Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows. - Jinwei Su; Qizhen Lan; Yinghui Xia; Lifan Sun; Weiyou Tian; Tianyu Shi 003; Lewei He (WWW, 2026)

CogAgent: Self-Evolving Cognitive Agents for Multi-Source Fraud Detection in Heterogeneous Financial Networks. - Qianyu Wang; Weiyou Tian; Rong Wang 008; Wei-Tek Tsai; Tianyu Shi 003; Zhuang Liu 001; Tianze Xia (WWW, 2026)

SCORE: Story Coherence and Retrieval Enhancement for AI Narratives. - Qiang Yi; Yangfan He; Jianhui Wang 001; Xinyuan Song 002; Kuan Lu; Shiyao Qian; Xinhang Yuan; Yi Xin; Yijin Wang; Jingqun Tang; Yuchen Li; Hongyang He; et al. (WWW (Companion Volume), 2026)

GE-adapter: A general and efficient adapter for enhanced video editing with pretrained text-to-image diffusion models. - Yangfan He; Sida Li; Kun Li 014; Jianhui Wang 001; Binxu Li; Tianyu Shi 003; Yi Xin; Keqin Li; Jun Yin; Miao Zhang 010; Xueqian Wang 001 (Expert Syst. Appl., 2026)

ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows. - Jinwei Su; Qizhen Lan; Zeyu Wang; Yinghui Xia; Hairu Wen; Yiqun Duan; Xi Xiao 003; Tianyu Shi 003; JingSong Yang; Lewei He (CoRR, 2026)