Guangyu Wang | Network Generative Models News

Two papers accepted to EMNLP 2026 Findings

Fri, 21 Aug 2026 00:00:00 +0800

Two collaborative papers were accepted to EMNLP 2026 Findings: BizSage: A Self-Evolving Multi-Agent Framework for Business Research with Efficient Knowledge Retrieval and Caught in the Story: Narrative Captivity in Multi-turn LLMs Conversation.

KDD AI4S Track Best Reviewer

Thu, 13 Aug 2026 00:00:00 +0800

I was recognized as a Best Reviewer for the KDD AI4S Track.

RiskTraf accepted to CIKM 2026

Tue, 11 Aug 2026 00:00:00 +0800

Our work RiskTraf: Risk-Extrapolated Residual Learning for Multi-Variate Traffic Flow Prediction was accepted to CIKM 2026 as an oral presentation. I am the first author.

Paper accepted by Applied Energy

Sun, 26 Jul 2026 00:00:00 +0800

Our work Counterfactual Load Forecasting with LLM-Structured Events and Representation Learning was accepted by Applied Energy.

Tactus accepted to UbiComp/ISWC 2026

Mon, 20 Jul 2026 00:00:00 +0800

Our work Tactus: Sensor-Driven Adaptive Feedback for Home Hand Rehabilitation was accepted to the UbiComp/ISWC 2026 Posters Track. See you in Shanghai!

OpenRefinery STEM Research Program funding

Thu, 16 Jul 2026 00:00:00 +0800

I received funding from the OpenRefinery STEM Research Program, with an award of $2,400 per year.

Major revision from Pattern Recognition

Sat, 06 Jun 2026 00:00:00 +0800

Our work Addressing Spatial Indistinguishability in Spatiotemporal Prediction via Optimal Transport-Guided Masking received a major revision from Pattern Recognition. I am the first author.

Paper accepted by Transportation Research Part A

Tue, 02 Jun 2026 00:00:00 +0800

Our collaborative paper Bridging Land Use and Transport Planning: An AI-Enabled Decision Support System was accepted by Transportation Research Part A.

Paper accepted by Journal of Transport Geography

Fri, 15 May 2026 00:00:00 +0800

Our collaborative paper Interpretable Deep Learning for Traffic Prediction: Revealing the Role of Urban Morphology in Spatially Heterogeneous Cities was accepted by Journal of Transport Geography.

Net-Ev2 accepted to KDD 2026

Mon, 11 May 2026 00:00:00 +0800

Our work Net-Ev²: A Generative Simulator for Network Event Evolution was accepted to the KDD 2026 Research Track. I am the first author.

Paper accepted by Journal of Transport Geography

Fri, 01 May 2026 00:00:00 +0800

Our collaborative paper Analyzing Environment-Transport Relationships in Metropolitan Areas: A Vulnerability-Based Geographic Framework and Prediction Model was accepted by Journal of Transport Geography.

Paper accepted by Cities

Tue, 21 Apr 2026 00:00:00 +0800

Our collaborative paper From Urban Dynamics to Intelligence: A Spatiotemporal Framework for Cross-Modal Urban Crowd Flow Management was accepted by Cities.

PRISM accepted to ACL 2026

Tue, 07 Apr 2026 00:00:00 +0800

Our work on LLM hallucinations, PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations, was accepted to the ACL 2026 Main Conference.

Paper published in npj Urban Sustainability

Mon, 23 Mar 2026 00:00:00 +0800

Our work Bridging Urban Theory and Artificial Intelligence: A Multi-Agent Recommendation System for Sustainable City Development was published in npj Urban Sustainability, exploring the future of LLMs and urban research.

Paper published in Urban Climate

Sun, 01 Feb 2026 00:00:00 +0800

My paper Climate-Adaptive Transportation Infrastructure: Cross-Regional Solutions for Urban Resilience and Emergency Response was published in Urban Climate.

Three papers accepted to AAAI Workshops

Sat, 10 Jan 2026 00:00:00 +0800

Three of our papers were accepted to AAAI Workshops, marking an exciting opportunity for future research.

Frequency as Identity published in Applied Soft Computing

Wed, 19 Nov 2025 00:00:00 +0800

Our work Frequency as Identity: A Fourier Hypernetwork for Spatiotemporal Forecasting was published in Applied Soft Computing. I am the first author.