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2026
January 19, 2026
Three papers accepted at the international conference AAAI-26
Three papers from the Mitsubishi Electric Group were accepted at the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26), a leading international conference on artificial intelligence.
Additionally, five papers were accepted for the workshops at the same conference (List publication).
AAAI-26 will be held in Singapore from January 20 to January 27, 2026.
Accepted Paper
- Title
- Indoor Multi-View Radar Object Detection via 3D Bounding Box Diffusion
- Authors
- Ryoma Yataka (Melco), Pu (Perry) Wang (MERL), Petros Boufounos (MERL), Ryuhei Takahashi (Melco)
Accepted Paper
- Title
- LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention
- Authors
- Toshiaki Koike-Akino (MERL), Xiangyu Chen (MERL), Jing Liu (MERL), Ye Wang (MERL), Pu (Perry) Wang (MERL), Matthew Brand (MERL)
Accepted Paper
- Title
- Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models
- Authors
- Md Rafi Ur Rashid (Pennsylvania State University), Vishnu Asutosh Dasu (Pennsylvania State University), Ye Wang (MERL), Gang Tan (Pennsylvania State University), Shagufta Mehnaz (Pennsylvania State University)
Papers from the Mitsubishi Electric Group Accepted at Workshops in 2026
At the workshops of the same conference, we will present five papers.
Workshop
- Title
- Amplification Effects in Test-Time Reinforcement Learning: Safety and Reasoning Vulnerabilities
- Authors
- Vanshaj Khattar (Virginia Tech University), Moumita Choudhury (The University of Massachusetts), Md Rafi Ur Rashid (Pennsylvania State University), Jing Liu (MERL), Toshiaki Koike-Akino (MERL), Ming Jin (Virginia Tech University), Ye Wang (MERL)
Workshop
- Title
- PatchDecomp: Interpretable Patch-Based Time Series Forecasting
- Authors
- Hiroki Tomioka (Melco), Genta Yoshimura (Melco)
Workshop
- Title
- Perception-Reasoning Integration for Temporal Action Segmentation in Human-Centered Manufacturing
- Authors
- Jia Qu (Melco), Ren Sasage (Melco), Shotaro Miwa (Melco)
Workshop
- Title
- A Task-Level Explanation Framework for Meta-Learning Algorithms
- Authors
- Yoshihiro Mitsuka (Melco), Shadan Golestan (Alberta Machine Intelligence Institute), Zahin Sufiyan (University of Alberta), Shotaro Miwa (Melco), Osmar Zaiane (University of Alberta, Alberta Machine Intelligence Institute)
Workshop
- Title
- GeoSteer: Faithful Chain-of-Thought Steering via Latent Manifold Gradients
- Authors
- Kentaro Kazama (Melco), Daiki Shirafuji (Melco), Tatsuhiko Saito (Melco)