Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Hello there, I am Zhipeng!
About me
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
Published in The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Oral presentation on compressing and deploying efficient LLMs for recommendation systems.
Recommended citation: Kayhan Behdin, Ata Fatahi, Qingquan Song, Yun Dai, Aman Gupta, Zhipeng Wang et al. (2025). "Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems." EMNLP 2025.
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Liger-Kernel: Efficient Triton Kernels for LLM Training
Published in Championing Open-source DEvelopment in ML Workshop @ ICML 2025, 2025
Efficient Triton kernels for LLM training.
Recommended citation: Pin-Lun Hsu, Yun Dai, Vignesh Kothapalli, Qingquan Song, Shao Tang, Siyu Zhu, Steven Shimizu, Shivam Sahni, Haowen Ning, Yanning Chen, Zhipeng Wang. (2025). "Liger-Kernel: Efficient Triton Kernels for LLM Training." ICML 2025 Workshop.
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Local2Global query Alignment for Video Instance Segmentation
Published in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2025), 2025
Local to global query alignment for video instance segmentation.
Recommended citation: Rajat Koner, Zhipeng Wang, Srinivas Parthasarathy, Chinghang Chen. (2025). "Local2Global query Alignment for Video Instance Segmentation." ICCV 2025.
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EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models
Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026), 2026
Effective visual token pruning for unifying instruction visual segmentation in MLLMs.
Recommended citation: Wenhui Zhu*, Xiwen Chen*, Zhipeng Wang*#, Shao Tang, Sayan Ghosh, Xuanzhao Dong, Rajat Koner, Yalin Wang. (2026). "EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models." WACV 2026.
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Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction
Published in The Fourteenth International Conference on Learning Representations (ICLR 2026), 2026
Reasoning-aware compression that jointly reconstructs activations from input and on-policy chain-of-thought traces.
Recommended citation: Ryan Lucas, Kayhan Behdin, Zhipeng Wang, Qingquan Song, Shao Tang, Rahul Mazumder. (2026). "Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction." ICLR 2026.
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LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), 2026
A diffusion-based vision-language model for biomedical image understanding.
Recommended citation: Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Peijie Qiu, Shao Tang, Xin Li, Yalin Wang. (2026). "LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding." CVPR 2026.
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OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), 2026
Training-free visual token pruning using optimal transport for distribution alignment.
Recommended citation: Xiwen Chen, Wenhui Zhu, Gen Li, Xuanzhao Dong, Yujian Xiong, Hao Wang, Peijie Qiu, Qingquan Song, Zhipeng Wang, Shao Tang, Yalin Wang, Abolfazl Razi. (2026). "OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport." CVPR 2026.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.