116 citations
- Sichuan UniversityCN10 papers
- Southwest Jiaotong UniversityCN8 papers
- University of Electronic Science and Technology of ChinaCN8 papers
- University of Hong KongHK7 papers
- Hong Kong Polytechnic UniversityHK6 papers
- London School of Economics and Political ScienceGB4 papers
- Sichuan Normal UniversityCN4 papers
- University of KansasUS4 papers
- University of PittsburghUS4 papers
- Chengdu UniversityCN3 papers
- Chongqing University of Arts and SciencesCN3 papers
- Shenzhen UniversityCN3 papers
89 papers
Beyond Local Accuracy: A Protocol-Level Identifiability Audit for Controlled LLM Reasoning Evaluation
Junhao Luo, Ning Huang, Ziqi Sha +2
LLM benchmark scores can be precise even when the observation protocol does not identify the behavioral property they are intended to measure. In a controlled, solver-grounded sett…
GS-FUSE: Granger-Supervised Gated Fusion and Multi-Granularity Alignment for Event-Driven Financial Forecasting
Yang Zhang, En Chun, Ziyun Mao +2
Accurately forecasting the impact of salient financial events on markets is critical for investors and policymakers. However, existing multimodal time-series models typically fuse…
Carbon-Driven Incentive Mechanism for Renewable Power-to-Ammonia Production in Coupled Carbon and Ammonia Markets
Yangjun Zeng, Huayan Geng, Yiwei Qiu +6
Renewable power-to-ammonia (ReP2A) production offers a promising pathway to decarbonize the power, transport and, chemical sectors, yet its competitiveness remains limited by high…
Task-Guided Prompting for Unified Remote Sensing Image Restoration
Wenli Huang, Yang Wu, Xiaomeng Xin +3
Remote sensing image restoration (RSIR) is essential for recovering high-fidelity imagery from degraded observations, enabling accurate downstream analysis. However, most existing…
Mitigating Renewable-Induced Risks for Green and Conventional Ammonia Producers through Coordinated Production and Futures Trading
Huayan Geng, Yangjun Zeng, Yiwei Qiu
Renewable power-to-ammonia (ReP2A), which uses hydrogen produced from renewable electricity as feedstock, is a promising pathway for decarbonizing the energy, transportation, and c…
Traceable Latent Variable Discovery Based on Multi-Agent Collaboration
Huaming Du, Tao Hu, Yijie Huang +5
Revealing the underlying causal mechanisms in the real world is crucial for scientific and technological progress. Despite notable advances in recent decades, the lack of high-qual…