| 2025 | Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability. | Yujin Han, Lei Xu, Sirui Chen, Difan Zou, Chaochao Lu |
| 2025 | LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently. | Xue Han, Yitong Wang, Junlan Feng, Wenchun Gao, Qian Hu, Chao Deng |
| 2025 | ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer. | Zhen Han, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang, Chaojie Mao, Chen-Wei Xie, Yu Liu, Jingren Zhou |
| 2025 | Progressive Compositionality in Text-to-Image Generative Models. | Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu Liang |
| 2025 | ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments. | Hojae Han, Seung-won Hwang, Rajhans Samdani, Yuxiong He |
| 2025 | Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? | HyoJung Han, Akiko Eriguchi, Haoran Xu, Hieu Hoang, Marine Carpuat, Huda Khayrallah |
| 2025 | ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints. | Divij Handa, Pavel Dolin, Shrinidhi Kumbhar, Tran Cao Son, Chitta Baral |
| 2025 | Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery. | Xiao Han, Saima Absar, Lu Zhang, Shuhan Yuan |
| 2025 | On the Feature Learning in Diffusion Models. | Andi Han, Wei Huang, Yuan Cao, Difan Zou |
| 2025 | Neural Interactive Proofs. | Lewis Hammond, Sam Adam-Day |
| 2025 | Online Reinforcement Learning in Non-Stationary Context-Driven Environments. | Pouya Hamadanian, Arash Nasr-Esfahany, Malte Schwarzkopf, Siddhartha Sen, Mohammad Alizadeh |
| 2025 | The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations. | Itay Beit Halachmi, Ido Kaminer |
| 2025 | Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction. | Anthony GX-Chen, Kenneth Marino, Rob Fergus |
| 2025 | MiniPLM: Knowledge Distillation for Pre-training Language Models. | Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang |
| 2025 | Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs. | Yuzhe Gu, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen |
| 2025 | Minimalistic Predictions for Online Class Constraint Scheduling. | Dorian Guyot, Alexandra Anna Lassota |
| 2025 | Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models. | Jeffrey Gu, Serena Yeung-Levy |
| 2025 | Denoising Autoregressive Transformers for Scalable Text-to-Image Generation. | Jiatao Gu, Yuyang Wang, Yizhe Zhang, Qihang Zhang, Dinghuai Zhang, Navdeep Jaitly, Joshua M. Susskind, Shuangfei Zhai |
| 2025 | Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning. | Shangding Gu, Laixi Shi, Muning Wen, Ming Jin, Eric Mazumdar, Yuejie Chi, Adam Wierman, Costas J. Spanos |
| 2025 | Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding. | Xin Gu, Yaojie Shen, Chenxi Luo, Tiejian Luo, Yan Huang, Yuewei Lin, Heng Fan, Libo Zhang |
| 2025 | Nesterov acceleration in benignly non-convex landscapes. | Kanan Gupta, Stephan Wojtowytsch |
| 2025 | A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations. | Naveen Gupta, Medha Sawhney, Arka Daw, Youzuo Lin, Anuj Karpatne |
| 2025 | TopoDiffusionNet: A Topology-aware Diffusion Model. | Saumya Gupta, Dimitris Samaras, Chao Chen |
| 2025 | Sensor-Invariant Tactile Representation. | Harsh Gupta, Yuchen Mo, Shengmiao Jin, Wenzhen Yuan |
| 2025 | Bonsai: Gradient-free Graph Condensation for Node Classification. | Mridul Gupta, Samyak Jain, Vansh Ramani, Hariprasad Kodamana, Sayan Ranu |