Guang Zhang

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 👥 Mega-Team · Legion

Venues

ACL (3) JMLR (1) NeurIPS (1)

Top co-authors

Liran Peng (2) Po-Lun Ma (2) Veronika Eyring (2) Sanket Jantre (2) Pierre Gentine (2) Mohamed Aziz Bhouri (2) Fernando Iglesias-Suarez (2) Tian Zheng (2) Ryan Abernathey (2) Gunnar Behrens (2)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Data Science & Analytics (1) Deep Learning (1) Application Areas (1) Core Methods (1) Methods (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

large language model (2) high-resolution simulation (2) time series (1) knowledge graph (1) language model (1) climate simulation (1) event prediction (1) gradient dynamics (1) reasoning error (1) data mixing (1) financial market (1) hallucination evaluation (1) physics-ml hybrid (1) neural network emulator (1) domain weighting (1) ripple effect (1) climate emulation (1) hybrid physics-ml (1) multi-scale climate (1) deterministic regression (1)

Papers

PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations ACL 2026 Rethinking Data Mixing from the Perspective of Large Language Models ACL 2026 ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025 FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness ACL 2025 ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation NeurIPS 2023