Research

Publications

Bring Future Vision: Dynamic Computation Allocation Guided by Lightweight Feature Forecaster
Han C, Liang Y, Xuan Z, et al.
Proceedings of the 43rd International Conference on Machine Learning (ICML 2026)
Paper link coming soon.

UniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents
Liang Y, Chen X, Ge Y, Wu Z, Wu H, Zeng C, Xing W, Shen X.
arXiv preprint arXiv:2604.11557, 2026
Paper · Code

MAFF-Net: A Multimodal Adaptive Feature Fusion Network for Early Forest Fire Detection
Liang Y, Rui X, Wang Y, et al.
Journal of Safety Science and Resilience, 2026
Paper · Code

An Inference Method and System for Large Language Models Based on Behavior Simulation
Shen X, Han C, Liang Y
China Invention Patent · ZL 2025 1 1882364.1 · CN 121301938 B
Granted March 24, 2026 · Patentee: Ningbo Digital Twin (Eastern Institute of Technology) Research Institute
Google Patents

A New Type of Twin-Blade Tidal Current Turbine
Hao J, Liang Y, Wang Y, Li L, Wu P
China Utility Model Patent · ZL 2020 2 2847951.6 · CN 213870108 U
Granted August 3, 2021 · Patentee: China University of Petroleum (East China)
Google Patents
A Two-Stage Series Tidal Current Energy Turbine
Liang Y, Hao J, Guo J, Xi M, Jiang C
China Utility Model Patent · ZL 2020 2 2847939.5 · CN 213684365 U
Granted July 13, 2021 · Patentee: China University of Petroleum (East China)
Google Patents
A Vertical-Axis Wind Turbine Power Generation Device with Variable Blade Pitch Angle
Ruan C, Liang Y, Wang T, Zhao X
China Utility Model Patent · ZL 2020 2 2357104.1 · CN 213540614 U
Granted June 25, 2021 · Patentee: China University of Petroleum (East China)
Google Patents
An Expandable Wheel-Claw Wheel for Off-Road Driving
Liang Y, Zhang J, Xi M, Li X, Chen X
China Utility Model Patent · ZL 2020 2 1146139.4 · CN 212353454 U
Granted January 15, 2021 · Patentee: China University of Petroleum (East China)
Google Patents