Aspect Based Sentiment Analysis using Sentiment Flow with Local and Non-local Neighbor Information. - Shubham Pateria (COLING, 2016)

Garuda & Bhasha at SemEval-2016 Task 11: Complex Word Identification Using Aggregated Learning Models. - Prafulla Choubey; Shubham Pateria (SemEval@NAACL-HLT, 2016)

AKTSKI at SemEval-2016 Task 5: Aspect Based Sentiment Analysis for Consumer Reviews. - Shubham Pateria; Prafulla Choubey (SemEval@NAACL-HLT, 2016)

Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (SSCI, 2019)

Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (AAMAS, 2020)

Hierarchical Reinforcement Learning: A Comprehensive Survey. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan; Chai Quek (ACM Comput. Surv., 2022)

End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan; Chai Quek (IEEE Trans. Neural Networks Learn. Syst., 2022)

Methods for autonomously decomposing and performing long-horizon sequential decision tasks - Shubham Pateria (2022)

Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models. - Khaing Phyo Wai; Minghong Geng; Budhitama Subagdja; Shubham Pateria; Ah-Hwee Tan (AAMAS, 2023)

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. - Minghong Geng; Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (AAMAS, 2024)

Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models. - Khaing Phyo Wai; Minghong Geng; Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (AAMAS, 2024)

FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction. - Doudou Wu; Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (IJCNN, 2024)

HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning. - Minghong Geng; Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (Expert Syst. Appl., 2024)

Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan; Chai Quek (IEEE Trans. Neural Networks Learn. Syst., 2024)

MOSMAC: A Multi-agent Reinforcement Learning Benchmark on Sequential Multi-Objective Tasks. - Minghong Geng; Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (AAMAS, 2025)

FedART: A neural model integrating federated learning and adaptive resonance theory. - Shubham Pateria; Budhitama Subagdja; Ah-Hwee Tan (Neural Networks, 2025)