Bin Wang
Bin Wang contributes infrastructure and model-systems work to StepFun's AI projects. He works on real-time speech interaction and audio-language models, and coauthors work on cost-aware decoding and continuous-token image generation. His work also includes sparse language models and coordinated reasoning. As of October 2026, he contributes to PaCoRe's infrastructure operations.
- Works
- 18
- Citations
- 76
- h-index
- 5
Publication numbers from OpenAlex, as of 19 October 2026.
Timeline
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February 2025
Real-time speech interaction
In February 2025, he contributes to Step-Audio, a production-ready open-source system for real-time speech interaction.
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June 2025
Infrastructure for audio answers
In June 2025, he contributes infrastructure work to Step-Audio-AQAA, a fully end-to-end model for audio query-to-answer tasks with a 130-billion-parameter backbone.
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July 2025
Step-Audio 2
In July 2025, he coauthors Step-Audio 2, an end-to-end multimodal language model for audio understanding and speech conversation.
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July 2025
Cost-aware Step-3 decoding
In July 2025, he coauthors Step-3's model-system report for cost-effective decoding, which presents a 321-billion-parameter vision-language model.
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2025
Continuous-token image generation
In 2025, he coauthors NextStep-1, a 14-billion-parameter autoregressive image-generation model that uses continuous image tokens.
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February 2026
A sparse agentic model
In February 2026, he coauthors Step 3.5 Flash, a sparse mixture-of-experts model that activates 11 billion of its 196 billion parameters per token.
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As of October 2026
PaCoRe infrastructure operations
As of October 2026, he is an infrastructure-operations contributor to PaCoRe, a parallel coordinated reasoning project supported by StepFun and Tsinghua University.
Most-cited works
- An Information Hiding Algorithm for HEVC Based on Differences of Intra Prediction Modes
- Real-time sound source localization using hybrid framework
- Enhanced adaptive subtraction method for simultaneous source separation
- Generalized Channel Coding and Decoding With Natural Redundancy in Protocols
- Multihydrophone Fusion Network for Modulation Recognition
Sources and credits
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- [2502.11946] Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
- [2506.08967] Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model
- [2507.16632] Step-Audio 2 Technical Report
- [2507.19427] Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
- GitHub - stepfun-ai/NextStep-1: [🚀 ICLR 2026 Oral] NextStep-1: SOTA Autogressive Image Generation with Continuous Tokens. A research project developed by the StepFun’s Multimodal Intelligence team. · GitHub
- [2602.10604] Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
- stepfun-ai/Step-3.5-Flash · Hugging Face
- PaCoRe/README.md at main · stepfun-ai/PaCoRe · GitHub