Ruoming Pang

Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing ICLR 2025 Improve Vision Language Model Chain-of-thought Reasoning ACL 2025 Instruction-Following Pruning for Large Language Models ICML 2025 MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains NAACL 2025 Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo ICLR 2025 Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics ICLR 2025 ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities NAACL 2025 "MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training" ECCV 2024 STAIR: Learning Sparse Text and Image Representation in Grounded Tokens EMNLP 2023 A Language Agnostic Multilingual Streaming On-Device ASR System Interspeech 2022 Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition Interspeech 2022 Vector-quantized Image Modeling with Improved VQGAN ICLR 2022 An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling Interspeech 2021 Bridging the Gap Between Streaming and Non-Streaming ASR Systems by Distilling Ensembles of CTC and RNN-T Models Interspeech 2021 Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling ICLR 2021 Searching for Fast Model Families on Datacenter Accelerators CVPR 2021 Unsupervised Learning of Disentangled Speech Content and Style Representation Interspeech 2021 BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models ECCV 2020 Conformer: Convolution-augmented Transformer for Speech Recognition Interspeech 2020 ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context Interspeech 2020 EfficientDet: Scalable and Efficient Object Detection CVPR 2020 Emitting Word Timings with End-to-End Models Interspeech 2020 Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus Interspeech 2020 Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition Interspeech 2020 Hierarchical Generative Modeling for Controllable Speech Synthesis ICLR 2019 MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019 Monotonic Infinite Lookback Attention for Simultaneous Machine Translation ACL 2019 Searching for MobileNetV3 ICCV 2019 Shallow-Fusion End-to-End Contextual Biasing Interspeech 2019 Two-Pass End-to-End Speech Recognition Interspeech 2019 Compression of End-to-End Models Interspeech 2018 Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis NeurIPS 2018