Chenglong Wang

GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning CVPR 2026 On the Emotion Understanding of Synthesized Speech ACL 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026 SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026 Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025 GRAM: A Generative Foundation Reward Model for Reward Generalization ICML 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024 Hybrid Alignment Training for Large Language Models ACL 2024 Is Self-Repair a Silver Bullet for Code Generation? ICLR 2024 RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection Interspeech 2024 Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024 What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection AAAI 2024 Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features Interspeech 2023 Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection ICML 2023 Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions ICLR 2023 TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection Interspeech 2023 CodeExp: Explanatory Code Document Generation EMNLP 2022 Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022 Fault-Aware Neural Code Rankers NeurIPS 2022 Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022 Continual Learning for Fake Audio Detection Interspeech 2021 Half-Truth: A Partially Fake Audio Detection Dataset Interspeech 2021 RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021 The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021 The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021 The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 Knowing When to Stop: Evaluation and Verification of Conformity to Output-Size Specifications CVPR 2019 Learning Transferable Graph Exploration NeurIPS 2019 Natural Language to Structured Query Generation via Meta-Learning NAACL 2018