Tianyu Shi

According to our database, Tianyu Shi authored at least 33 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows.

Jinwei Su, Qizhen Lan, Zeyu Wang, Yinghui Xia, Hairu Wen, Yiqun Duan, Xi Xiao, Tianyu Shi, JingSong Yang, Lewei He

CoRR, January, 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, Jianhui Wang, Binxu Li, Tianyu Shi, Yi Xin, Keqin Li, Jun Yin, Miao Zhang, Xueqian Wang

Expert Syst. Appl., 2026

SCORE: Story Coherence and Retrieval Enhancement for AI Narratives.

Qiang Yi, Yangfan He, Jianhui Wang, Xinyuan Song, Kuan Lu, Shiyao Qian, Xinhang Yuan, Yi Xin, Yijin Wang, Jingqun Tang, Yuchen Li, Hongyang He, Zhen Tian, Tianxiang Xu, Keqin Li, Menghao Huo, Jiaqi Chen, Miao Zhang, Tianyu Shi, Jianyuan Ni

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

CogAgent: Self-Evolving Cognitive Agents for Multi-Source Fraud Detection in Heterogeneous Financial Networks.

Qianyu Wang, Weiyou Tian, Rong Wang, Wei-Tek Tsai, Tianyu Shi, Zhuang Liu, Tianze Xia

Proceedings of the ACM Web Conference 2026, 2026

Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows.

Jinwei Su, Qizhen Lan, Yinghui Xia, Lifan Sun, Weiyou Tian, Tianyu Shi, Lewei He

Proceedings of the ACM Web Conference 2026, 2026

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

CoRR, September, 2025

Difficulty-Aware Agent Orchestration in LLM-Powered Workflows.

Jinwei Su, Yinghui Xia, Qizhen Lan, Xinyuan Song, Chen Chen, JingSong Yang, Lewei He, Tianyu Shi

CoRR, September, 2025

Meta-Learning Reinforcement Learning for Crypto-Return Prediction.

Junqiao Wang, Zhaoyang Guan, Guanyu Liu, Tianze Xia, Xianzhi Li, Shuo Yin, Xinyuan Song, Chuhan Cheng, Tianyu Shi, Alex Lee

CoRR, September, 2025

MountainLion: A Multi-Modal LLM-Based Agent System for Interpretable and Adaptive Financial Trading.

Siyi Wu, Zhaoyang Guan, Leyi Zhao, Xinyuan Song, Xinyu Ying, Hanlin Zhang, Michele Pak, Yangfan He, Yi Xin, Jianhui Wang, Tianyu Shi

CoRR, July, 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

CoRR, July, 2025

THOR: Transformer Heuristics for On-Demand Retrieval.

Isaac Shi, Zeyuan Li, Fan Liu, Wenli Wang, Lewei He, Yang Yang, Tianyu Shi

CoRR, July, 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

CoRR, July, 2025

Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration.

Xinyuan Song, Zeyu Wang, Siyi Wu, Tianyu Shi, Lynn Ai

CoRR, July, 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

CoRR, June, 2025

Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding.

Kun Li, Jianhui Wang, Yangfan He, Xinyuan Song, Ruoyu Wang, Hongyang He, Wenxin Zhang, Jiaqi Chen, Keqin Li, Sida Li, Miao Zhang, Tianyu Shi, Xueqian Wang

CoRR, April, 2025

Twin Co-Adaptive Dialogue for Progressive Image Generation.

Jianhui Wang, Yangfan He, Yan Zhong, Xinyuan Song, Jiayi Su, Yuheng Feng, Hongyang He, Wenyu Zhu, Xinhang Yuan, Kuan Lu, Menghao Huo, Miao Zhang, Keqin Li, Jiaqi Chen, Tianyu Shi, Xueqian Wang

CoRR, April, 2025

GraphALM: Active Learning for Detecting Money Laundering Transactions on Blockchain Networks.

Qianyu Wang, Wei-Tek Tsai, Tianyu Shi

IEEE Netw., March, 2025

DebFlow: Automating Agent Creation via Agent Debate.

Jinwei Su, Yinghui Xia, Ronghua Shi, Jianhui Wang, Jianuo Huang, Yijin Wang, Tianyu Shi, JingSong Yang, Lewei He

CoRR, March, 2025

SCORE: Story Coherence and Retrieval Enhancement for AI Narratives.

Qiang Yi, Yangfan He, Jianhui Wang, Xinyuan Song, Shiyao Qian, Miao Zhang, Li Sun, Tianyu Shi

CoRR, March, 2025

TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation.

Yuheng Feng, Jianhui Wang, Kun Li, Sida Li, Tianyu Shi, Haoyue Han, Miao Zhang, Xueqian Wang

CoRR, March, 2025

MDANet: A multi-stage domain adaptation framework for generalizable low-light image enhancement.

Jianhui Wang, Yangfan He, Kun Li, Sida Li, Lan Zhao, Jun Yin, Miao Zhang, Tianyu Shi, Xueqian Wang

Neurocomputing, 2025

SAGE: Self-evolving Agents with Reflective and Memory-augmented Abilities.

Xuechen Liang, Meiling Tao, Yinghui Xia, Jianhui Wang, Kun Li, Yijin Wang, Yangfan He, Jingsong Yang, Tianyu Shi, Yuantao Wang, Miao Zhang, Xueqian Wang

Neurocomputing, 2025

CCMA: A framework for cascading cooperative multi-agent in autonomous driving merging using Large Language Models.

Miao Zhang, Zhenlong Fang, Tianyi Wang, Shuai Lu, Xueqian Wang, Tianyu Shi

Expert Syst. Appl., 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, Wang Tang, Bowen Du

Complex Intell. Syst., 2025

Mitigating Digital Ageism in Skin Lesion Detection with Adversarial Learning.

Shehroz S. Khan, Tianyu Shi, Simon Donato-Woodger, Charlene H. Chu

Algorithms, 2025

Twin Co-Adaptive Dialogue for Progressive Image Generation.

Jianhui Wang, Yangfan He, Yan Zhong, Xinyuan Song, Jiayi Su, Yuheng Feng, Ruoyu Wang, Hongyang He, Wenyu Zhu, Xinhang Yuan, Miao Zhang, Keqin Li, Jiaqi Chen, Tianyu Shi, Xueqian Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing.

Bo Gao, Jianhui Wang, Xinyuan Song, Yangfan He, Fangxu Xing, Tianyu Shi

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding OptimizatioN.

Zeyuan Li, Yangfan He, Lewei He, Jianhui Wang, Tianyu Shi, Bin Lei, Yuchen Li, Qiuwu Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Catch Me If You Can: A Multi-Agent Synthetic Fraud Detection Framework for Complex Networks.

Qianyu Wang, Wei-Tek Tsai, Tianyu Shi, Zhuang Liu, Bowen Du

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation.

Hao Chen, Tianyu Shi, Pengran Huang, Zeyuan Li, Jiahui Pan, Qianglong Chen, Lewei He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey.

Junqiao Wang, Zeng Zhang, Yangfan He, Yuyang Song, Tianyu Shi, Yuchen Li, Hengyuan Xu, Kunyu Wu, Guangwu Qian, Qiuwu Chen, Lewei He

CoRR, 2024

FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system.

Zeyuan Li, Yangfan He, Lewei He, Jianhui Wang, Tianyu Shi, Bin Lei, Yuchen Li, Qiuwu Chen

CoRR, 2024

Role-RL: Online Long-Context Processing with Role Reinforcement Learning for Distinct LLMs in Their Optimal Roles.

Lewei He, Tianyu Shi, Pengran Huang, Bingzhi Chen, Qianglong Chen, Jiahui Pan

CoRR, 2024