Guoqing Ma

4 papers · 2025–2026 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) ACL (2)

Top co-authors

Jia Zhu (3) Hanghui Guo (3) Jiawei Shen (2) Weijie Shi (2) Yue Cui (2) Jiajie Xu (2) Shimin DI (2) Yilin Wang (2) Yidan Liang (2) Jingjiang Liu (2)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Computer Vision (1) Reinforcement Learning (1) Application Areas (1) Methods (1) Processing (1)

Keywords

contrastive learning (1) reinforcement learning (1) domain generalization (1) multimodal recommendation (1) policy learning (1) adversarial training (1) domain randomization (1) sampling efficiency (1) knowledge graph (1) video summarization (1) modality imbalance (1) sequential recommendation (1) mixture of expert (1) data quality (1) visual encoder (1) data scarcity (1) large language model (1) epistemic planning (1) neuro-symbolic framework (1) data renovation (1)

Papers

Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation AAAI 2026 KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning ACL 2026 RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity ACL 2026 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025