Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?
Spandan Garg, V. Nitin, Yufan Huang
May 2026
Yufan Huang
Principal Data & Applied Scientist Manager
Publications
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SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent
Yikai Zhang, Jiaxin Pei, Kenan Li, Maoquan Wang, Jin Pan, Yu Kang, Shengyu Fu, Elsie Nallipogu, Junjie Hu, Yufan Huang, Zijian Jin
April 2026
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RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
March 2026
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Debug2Fix: Supercharging Coding Agents with Interactive Debugging Capabilities
February 2026
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Saving SWE-Bench: A Benchmark Mutation Approach for Realistic Agent Evaluation
Spandan Garg, Benjamin Steenhoek, Yufan Huang
ArXiv | October 2025, Vol abs/2510.08996
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SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, J. Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
NeurIPS 2025 | May 2025
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Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Xing Zhang, Jiaheng Wen, Fangkai Yang, Pu Zhao, Yu Kang, Junhao Wang, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.16050
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DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.13699
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Program Translation via Code Distillation
Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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SUT: Active Defects Probing for Transcompiler Models
Yufan Huang, Mengnan Qi, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?
Spandan Garg, V. Nitin, Yufan Huang
May 2026
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SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent
Yikai Zhang, Jiaxin Pei, Kenan Li, Maoquan Wang, Jin Pan, Yu Kang, Shengyu Fu, Elsie Nallipogu, Junjie Hu, Yufan Huang, Zijian Jin
April 2026
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RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
March 2026
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Debug2Fix: Supercharging Coding Agents with Interactive Debugging Capabilities
February 2026
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Saving SWE-Bench: A Benchmark Mutation Approach for Realistic Agent Evaluation
Spandan Garg, Benjamin Steenhoek, Yufan Huang
ArXiv | October 2025, Vol abs/2510.08996
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SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, J. Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
NeurIPS 2025 | May 2025
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Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Xing Zhang, Jiaheng Wen, Fangkai Yang, Pu Zhao, Yu Kang, Junhao Wang, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.16050
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DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.13699
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SUT: Active Defects Probing for Transcompiler Models
Yufan Huang, Mengnan Qi, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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Program Translation via Code Distillation
Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?
Spandan Garg, V. Nitin, Yufan Huang
May 2026
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SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent
Yikai Zhang, Jiaxin Pei, Kenan Li, Maoquan Wang, Jin Pan, Yu Kang, Shengyu Fu, Elsie Nallipogu, Junjie Hu, Yufan Huang, Zijian Jin
April 2026
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RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
March 2026
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Debug2Fix: Supercharging Coding Agents with Interactive Debugging Capabilities
February 2026
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SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, J. Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
NeurIPS 2025 | May 2025
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Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Xing Zhang, Jiaheng Wen, Fangkai Yang, Pu Zhao, Yu Kang, Junhao Wang, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.16050
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DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.13699
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Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?
Spandan Garg, V. Nitin, Yufan Huang
May 2026
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SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent
Yikai Zhang, Jiaxin Pei, Kenan Li, Maoquan Wang, Jin Pan, Yu Kang, Shengyu Fu, Elsie Nallipogu, Junjie Hu, Yufan Huang, Zijian Jin
April 2026
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RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
March 2026
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Saving SWE-Bench: A Benchmark Mutation Approach for Realistic Agent Evaluation
Spandan Garg, Benjamin Steenhoek, Yufan Huang
ArXiv | October 2025, Vol abs/2510.08996
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Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Xing Zhang, Jiaheng Wen, Fangkai Yang, Pu Zhao, Yu Kang, Junhao Wang, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.16050
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DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
ArXiv | January 2025, Vol abs/2501.13699
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SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, J. Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
NeurIPS 2025 | May 2025
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SUT: Active Defects Probing for Transcompiler Models
Yufan Huang, Mengnan Qi, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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Program Translation via Code Distillation
Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin Clement, Neel Sundaresan
2023 Empirical Methods in Natural Language Processing | December 2023
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