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Showing papers from Zhejiang University Show all papers

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arXivSingapore University of TechnoloZhejiangMusic

Diptych: Scoped, AI-Interpreted Comparison for Reference Listening in Music Production

Diptych lets musicians define comparison scopes for reference listening, helping surface differences experts partially support while avoiding overreaching AI judgments.

Chongjun Zhong, Abhinaba Roy, Archishman Ghosh, Kejun Zhang and 1 more

Published Sep 30, 2026 · 0 citations · ▲ 20 on Hugging Face

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medium 4/10
strict 1/5
83%Must read
arXivU Science and Technology of ChinRutgers, The State University ofZhejiangAlignment & preference optimization

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

RIDE extrapolates RL-induced representation residuals for stable on-policy distillation, surpassing output-space methods and matching or exceeding RL teachers.

Hao Li, Meijia Chen, Weijie Ren, Donghan Li and 3 more

Published Sep 29, 2026 · 0 citations · ▲ 577 on Hugging Face · Code ★ 6

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medium 8/10
strict 2/5
74%Highly rated
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arXivGeorgia Institute of TechnologyZhejiangU British ColumbiaAlignment & preference optimization

Persona Dosing: Calibrated Activation Steering for Graded Trait Control

PersonaDose calibrates activation-steering controllers to control language-model persona traits by requested intensity, reducing targeting errors to 4.7-6.2 points across models.

Zehao Jin, Junran Wang, Ruixuan Deng, Jiahao Chen and 3 more

Published Sep 28, 2026 · 0 citations · ▲ 54 on Hugging Face

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lenient 3/5
medium 4/10
strict 2/5
71%Highly rated
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Proceedings of the Human Factors and Ergonomics Society Annual Meeting 2026Pennsylvania StateZhejiangHuman-AI interaction

When Automated Vehicles Cannot Retaliate: Driver-Initiated Takeover Under Aggression in Mixed Traffic

Simulator study finds drivers initiate takeovers under sharp braking and high aggression because automated vehicles cannot retaliate to human drivers.

Haitao Chen, Yiqi Zhang

Published Sep 24, 2026 · 0 citations

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lenient 3/5
medium 3/10
strict 1/5
72%Highly rated
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Accident Analysis & Prevention 2026Pennsylvania StateZhejiangHuman-AI interaction

Mitigating driver confusion and aggression in mixed traffic: Effects of V2V communication and driving style

V2V communication and assertive automated vehicle driving styles reduce human driver confusion and aggression in mixed traffic interactions.

Haitao Chen, Yiqi Zhang

Published Jul 24, 2026 · 0 citations

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medium 3/10
strict 2/5
72%Highly rated
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arXivThe University of Texas at AustiZhejiangHong Kong PolytechnicU Science and Technology of ChinBeijing University of Posts and LLM reasoning & chain of thought

On the Geometry of On-Policy Distillation

On-policy distillation updates occupy a sparse, low-dimensional parameter subspace that is functionally sufficient and geometrically distinct from supervised fine-tuning and reinforcement learning.

Zhennan Shen, Yanshu Li, Qingyu Yin, Chak Tou Leong and 5 more

Published Jun 5, 2026 · 0 citations · ▲ 75 on Hugging Face

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lenient 3/5
medium 4/10
strict 1/5
83%Must read
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arXivU WashingtonTexas A&MU Notre DameU VirginiaNew YorkLLM evaluation & benchmarks

MoCo: A One-Stop Shop for Model Collaboration Research

MoCo unifies 26 model collaboration methods and 25 benchmarks to show collaboration outperforms single models in 61% of settings by up to 25.8%.

Shangbin Feng, Yuyang Bai, Ziyuan Yang, Yike Wang and 16 more

Published Jan 29, 2026 · 0 citations · Code ★ 63

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lenient 5/5
medium 6/10
strict 2/5
67%Highly rated
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ACL 2026NanjingAlibaba GroupAlibaba GroupZhejiangLLM pretraining & scaling laws

A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM𝛥 Integration into Upcycled MoE

The method expands multilingual LLMs via post-training PARAMΔ integration into upcycled MoE for data-efficient language acquisition.

Hao Zhou, Tianhao Li, Zhijun Wang, Shuaijie She and 5 more

Published 2026 · 0 citations

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lenient 1/5
medium 1/10
strict 0/5
72%Highly rated
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ACM Computing Surveys 2025ZhejiangU WashingtonPekingNanyang TechnologicalAlibaba GroupInstruction tuning

Instruction Tuning for Large Language Models: A Survey

Instruction tuning surveys supervised fine-tuning of LLMs on instruction-output pairs to align next-word prediction with human intent, covering datasets, training, applications, and limitations.

Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang and 7 more

Published Nov 17, 2025 · 79 citations

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AI panel: 8 of 21 reviewers recommend it
lenient 5/5
medium 2/11
strict 1/5
72%Highly rated
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EMNLP 2022FindingsBaiduZhejiangVision-language models

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

ERNIE-Layout enhances document pre-training with layout knowledge for improved visually-rich document understanding.

Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo and 11 more

Published 2022 · 65 citations · Code ★ 106

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AI panel: 8 of 21 reviewers recommend it
lenient 4/5
medium 4/11
strict 0/5
57%Worth a look
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NeurIPS 2026ZhejiangByteDance Inc.Tencent Youtu LabVideo generation

Bidirectional Sparse Attention for Faster Video Diffusion Training

Chenlu Zhan, Wen Li, Jun Zhang, chuyu shen and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 1/5
medium 0/10
strict 0/5
45%Niche pick
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NeurIPS 2026ZhejiangBeijing University of AeronauticTsinghuaByteDance Inc.Image editing

EditDistill: Is It Possible to Guide Video Editing with Image Editing

guojun lei, Hong Li, Hongbing Yang, Lixue Gong and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026ZhejiangRemote sensing

Euler-Mamba: Learning Resolution-Invariant State Evolution on Polar Manifolds for Asymmetric Pansharpening

Mengting Ma, Anqi Zhu, Yizhen Jiang, Chengfu Ding and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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lenient 1/5
medium 0/10
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NeurIPS 2026ZhejiangMathematical reasoning

Auxiliary Clues Aware’s Geometry Problem Solving

Qigong Lei, Qingsong Wang, Wang Lin, Qianyi Yang and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U ChicagoZhejiangWestlakeDiffusion models

Quantifying and Optimizing Path Uncertainty in Masked Diffusion Models

Ziyu Chen, Xinbei Jiang, PENG SUN, Tao Lin

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ZhejiangTsinghua University, TsinghuaDukeXtalpi Inc.Adversarial robustness

FocusVLA: Hijacking Attention to Break Visual Token Pruning in Vision-Language-Action Models

Yanhui Li, Qianpu Sun, Qi Zhou, Chenru Jiang and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ZhejiangNanjingAlibaba GroupBeijing University of Chemical TZhejiang LabVision-language models

ALAM: Algebraically Consistent Latent Transitions for Vision-Language-Action Models

Zuojin Tang, Haoyun Liu, Xinyuan Chang, Changjie Wu and 10 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026ZhejiangSimon FraserVision-language models

Spectral Rank Calibration for Continual LoRA Merging in Multimodal Large Language Models

Chenrui Wu, Haishuai Wang, Jiajun Bu, Jiangchuan Liu

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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67%Highly rated
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NeurIPS 2026The Hong Kong University of ScieThe Chinese University of Hong KThe Hong Kong University of ScieThe HONG KONG University of ScieZhejiang3D vision & reconstruction

CitySTAR: Agent-Driven Structured and Topology-Aware Reasoning for Open-Vocabulary Urban 3D Grounding

Shuai Zhang, Hongye Hou, qinghe liu, Zhuoxiao Li and 4 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 2/5
medium 0/10
strict 0/5
57%Worth a look
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NeurIPS 2026HKUSTZhejiangThe Hong Kong University of ScieThe Hong Kong University of ScieShanghaiTechVisual grounding

Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model

Hanqing Wang, Mingyu Liu, Xiaoyu Chen, Chengwei MA and 9 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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