Context-Aware Toxicity Detection in Game Chat: Domain-Adaptive Pretraining with Match Metadata under Limited Labels
Games: Research and Practice
2026
DOI : 10.1145/3831696
Sequence Modeling Architectures: Foundations [Special Issue on the Mathematics of Deep Learning]
IEEE Signal Processing Magazine
2026
Vol. 43 , num. 3, p. 115 – 129.DOI : 10.1109/msp.2026.3682808
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
Advances in Neural Information Processing Systems 38
2025
39th Conference on Neural Information Processing Systems, San Diego, USA, 2025-12-02 – 2025-12-07.p. 110795 – 110866
DOI : 10.52202/085713-3342
Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions
Advances in Neural Information Processing Systems 38
2025
39th Conference on Neural Information Processing Systems, San Diego, USA, 2025-12-02 – 2025-12-07.p. 113795 – 113852
DOI : 10.52202/085713-3434
RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence Modeling
Advances in Neural Information Processing Systems 38
2025
39th Conference on Neural Information Processing Systems, San Diego, USA, 2025-12-02 – 2025-12-07.p. 39016 – 39043
DOI : 10.52202/085713-1165
Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards
ICAIF ’25: Proceedings of the 6th ACM International Conference on AI in Finance
2025
6th ACM International Conference on AI in Finance (ICAIF 2025), Singapore Singapore, 2025-11-15 – 2025-11-18.p. 890 – 897
DOI : 10.1145/3768292.3770340
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
2025
Second Conference on Language Modeling COLM 2025, Montreal, Canada, 2025-10-07.Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
Proceedings of the Thirteenth International Conference on Learning Representations (ICLR) 2025 [Forthcoming publication]
2025
13th International Conference on Learning Representations (ICLR 2025), Singapore, 2025-04-24 – 2025-04-28.Building on Efficient Foundations: Effectively Training LLMs with Structured Feedforward Layers
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
2024
38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 – 2024-12-15.No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
2024
38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 – 2024-12-15.Self-Recognition in Language Models
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
2024
Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, Florida, USA, 2024-11-12 – 2024-11-16.p. 12032 – 12059
Simple Hierarchical Planning with Diffusion
2024
12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, 2024-05-07 – 2024-05-11.Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
37th Conference on Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and Benchmarks
2023
37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 2023-12-10 – 2023-12-16.DOI : 10.48550/arXiv.2311.09064