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Showing papers from Huawei Technologies Ltd. Show all papers

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NeurIPS 2026Beijing University of AeronauticAlibaba GroupShanghai Jiao TongHuawei Technologies Ltd.Beihang University, TsinghuaLLM evaluation & benchmarks

VeriScope: Measuring Verification-Ready Verilog Artifacts

Wei Zhang, Jian Yang, jiajun wu, Junhang Cheng and 3 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 Science and Technology of ChinHuawei Technologies Ltd.Video understanding

LifeStream: Token Life-Cycle Modeling for Training-Free Online Video Understanding

Yifan Ge, Zhihang Liu, Jiannan Ge, Chenhui Jin and 1 more

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

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NeurIPS 2026OralShanghai Jiao TongShanghai JiaotongHuawei Technologies Ltd.Shanghai Jiao Tong UnviersityMulti-agent LLM systems

SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search

Runzhe Zhang, Ning Li, Xingshan Zeng, Letian Chen 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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NeurIPS 2026The Chinese University of Hong KChinese University of Hong KongThe Hong Kong University of SciePekingHuawei TechnologiesMathematical reasoning

Can LLMs Reliably Grade Olympiad Proofs? A Controlled Study of Mathematical Verification with LLMs

Azim Ospanov, Zijin Feng, Ding Ding, Chengwu Liu and 4 more

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

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NeurIPS 2026, Institute of automation, ChineInstitute of Automation, ChineseCASIAInstitute of automation, ChineseAlibaba GroupUnified multimodal models

A Unified Image and Video Encoder for Multimodal LLMs

Tongtian Yue, Zikang Liu, Longteng Guo, Handong Li and 8 more

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

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NeurIPS 2026SUN YAT-SEN UNIVERSITYU the Chinese Academy of ScienceShenzhen Campus of Sun Yat-senHuawei Technologies Ltd.Diffusion models

Beyond Single-Shot Conditioning: Test-Time Condition Refinement for Diffusion-Based Image Restoration

Aiping Zhang, Jiangang Wang, Shangquan Sun, Yuning Cui and 4 more

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

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NeurIPS 2026U Science and Technology of ChinHuawei Technologies Ltd.TianjinHuawei Noah's Ark LabRL for LLMs

Efficient Gradient-Aware Asynchronous Reinforcement Learning for LLM Post-Training

Songhan Yang, Jie Wang, Yinqi Bai, Tong Xialiang and 3 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Renmin University of ChinaHuawei Noah's Ark LabHuawei Technologies Ltd.LLM evaluation & benchmarks

How Does Personalized Memory Shape LLM Behavior? Benchmarking Rational Preference Utilization in Personalized Assistants

Xueyang Feng, Weinan Gan, Xu Chen, Quanyu Dai and 1 more

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

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NeurIPS 2026Shanghai JiaotongXiamenDalian University of TechnologyNankaiHarbin EngineeringAgent benchmarks & environments

PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design

Fuyuan Xia, Jiaxin Hu, Kewei Yu, Zihan Zhang and 12 more

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

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NeurIPS 2026École PolytechniqueHuawei Technologies Ltd.Shenzhen Research Institute of BDeep RL

Adaptive Scheduling Pipeline For Multi-Instance Asynchronous Reinforcement Learning

Salah Chikhi, Luis H Ruiz, Entong Li, Li Zeng

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Institute of automation, ChineseU Chinese Academy of SciencesHuawei Technologies Ltd.Institute of Automation, ChineseUnified multimodal models

Attribution-Guided Shared-Private Decoupling for Noise-Reduced Audio-Visual Representation Learning

Linge Wang, Yingying Chen, Bingke Zhu, Lu Zhou and 3 more

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

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NeurIPS 2026Renmin University of ChinaHuawei Technologies Ltd.Huawei Noah's Ark LabWeb & GUI agents

From Local Skills to Long-Horizon Tasks: Progressive Skill Exploration for LLM Web Agents

Xueyang Feng, Xiaohe Bo, Xu Chen, Quanyu Dai and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026The Hong Kong University of ScieHuawei Technologies Ltd.The Hong Kong University of ScieHong Kong University of Science Segmentation

Static-to-Dynamic: Animating Still Mattes via Generative Motion for Video Matting

Suqi Song, Jiaqi Xu, Jialuo He, Renjing Pei 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 2026Department of Industrial EngineeTsinghua University, TsinghuaTsinghuaHuawei Technologies Ltd.XidianAnomaly detection

Supervision Recovery for Time Series Anomaly Detection via Counterfactual Pairing

Yifei Gao, Tian Lan, Yimeng Lu, Xuming An and 4 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Shanghai JiaotongShanghai Jiao TongHuawei Technologies Ltd.Vision-language models

TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models

Kai Liu, Anqi Li, Junxian Li, Zhixin Wang and 3 more

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

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NeurIPS 2026PekingCity University of Hong KongHuawei Technologies Ltd.Huawei Noah's Ark LabRL for LLMs

LADDERS: Length-Aware Data Distribution and Existing-Response Speculation for Fast RL Rollout Generation

Shengpeng Yin, Hui-Ling Zhen, Xing Li, Mingxuan Yuan and 2 more

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

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NeurIPS 2026The Hong Kong University of ScieNanyang TechnologicalThe Hong Kong University of ScieHuawei Technologies Ltd.Hong Kong University of Science Meta, transfer & few-shot learning

Curvature-Guided Parameter Initialization for Multi-Task Learning

Linxiao Cao, Zhipeng Zhou, Xutao Huang, Min Zhou and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Shanghai Jiao TongEast China NormalByteDance Inc.Shanghai JiaotongPekingEfficient inference & serving

KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG

Shizhuo Zhang, Nuowen Kan, Chenglin Li, Rui-Xiao Zhang and 9 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SoutheastSEUHuawei Technologies Ltd.Multi-agent LLM systems

Complex Optimization Modeling via Multiagent Fine-Tuning and Skill-Augmented Reasoning

Yu Ding, Jiajun Li, Ran Hou, Jiahui Duan and 6 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanjingnanjing universityTencentHuawei Technologies Ltd.In-context learning & prompting

Salvation Lies Within: Proactive Prefix Re-forming for LLM-based Tagging

SHULAN WANG, YingJie Zhu, Yuting Yan, Ke Cheng and 7 more

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

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NeurIPS 2026Huawei Technologies Ltd.Huawei Technologies CanadaFlow matching

Coupled Guidance for Flow Matching

Mateo Clémente, Leo Brunswic, Yang, Amir Rasouli

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Bennu.Ai LimitedU Edinburgh, University of EdinbHuawei Technologies Ltd.Learning theory

Linear-time rule mining under formal guarantees

Jonathan Feldstein, Dominic Phillips, Efthymia Tsamoura

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Huawei Technologies Ltd.Lomonosov Moscow StatePruning & sparsity

SVDP: Training-Free Contextual Sparsity Predictors for Fast LLM Inference

Georgii Serbin, Kirill Koshkin, Zhongao Sun, Anastasiya Bistrigova and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Harbin Institute of TechnologyHuawei Technologies Ltd.Northwest Polytechnical UniversiHuaweiAcademy of Cyber, China electronRL for LLMs

Unveiling Entropy-Performance Decoupling in Agentic RL for Tool-Integrated Reasoning

Yirong Zeng, Shen You, Yufei Liu, Hao Cong and 9 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Huawei Technologies Ltd.Harbin Institute of TechnologySichuanNorthwest Polytechnical UniversiHuaweiAgent benchmarks & environments

ClawBenchPro: Benchmarking How Well Agent Harnesses Work

Yufei Liu, Yirong Zeng, Yuxiang He, Yutai Hou and 9 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Xi'an University of ElectroXidianThe Hong Kong University of ScieHuawei Technologies Ltd.Instruction tuning

Modulating Merging Strengths via Joint Loss Estimation for LoRA-based Continual Learning

Kun Gu, De Cheng, Zhipeng Xu, Lingfeng He 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 2026XidianXi'an Jiaotong University, Huawei Technologies Ltd.In-context learning & prompting

TriPrompt: Progressive Local Prompting for Few-shot Out-of-Distribution Detection

Ziyou Xiang, Chaowei Fang, Zhihong Wu, Jiliang Li and 2 more

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

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NeurIPS 2026The Chinese University of Hong KVideo RebirthCity University of Hong KongHuawei Technologies Ltd.TencentOffline RL

Efficient Off-Policy RL for Video Generation via Forward-Consistent Reward Matching

Hongzheng Yang, Mengyang LIU, Haoxuan Wu, Kun Li and 2 more

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

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NeurIPS 2026Harbin Institute Of Technology, Huawei Technologies Ltd.Harbin Institute of TechnologyRL for LLMs

ASTOR: Multi-Task Code Reinforcement Learning via Utility-Driven Coordination

Yujia Chen, Yang Ye, Xiao Chu, Yuchi Ma and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Huawei Technologies Co., Ltd.Huawei Tech. Investment Co., LimHuawei Technologies Ltd.Alignment & preference optimization

The Post-Training Dilemma: Why We Should Rethink the Sequential SFT-RL Paradigm

Xueyan Niu, Bo Bai, Wei Han, Weixi Zhang

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026NanjingU Hong Kongnanjing universityThe Chinese University of Hong KHuawei Technologies Ltd.Controllable generation

MDMR-Bench: A Multi-Dimensional Benchmark for Multi-Reference Image Generation

Bowen Zheng, Jintao Lin, Chang-Heng Yi, HAORAN YANG and 4 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026The Chinese University of Hong KHuawei Technologies Ltd.Chinese University of Hong Kong,Speech enhancement

AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency

Yunjia Zhang, Junan Zhang, Jing Yang, Xueyao Zhang and 2 more

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

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NeurIPS 2026FudanFudan UniverstityHuawei Technologies Ltd.Huawei Noah’s Ark LabSpatio-temporal forecasting

Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics

Runhe Yang, Zhiyuan Zhou, Yuxiang Yan, Xuetong Yang and 6 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Shanghai JiaotongHuawei Technologies FranceHuawei Technologies Ltd.Shanghai Jiao TongLLM pretraining & scaling laws

Beyond the Node Barrier: Zero-Shot Strategy Planning for LLM Training on Super-Nodes

Shijie Shen, Chong Li, Pierre Leca, Jiong Lou 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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NeurIPS 2026HKUST/HuaweiHuawei Technologies Ltd.Huawei Tech. Investment Co. Ltd.Hong Kong University of Science Huawei Noah's Ark LabMechanistic interpretability

GEM: Interpretable Language Models via Geometric Embedding Alignment

Dimitrios Tsaras, Yankun Hong, Lei Chen, Zhiyao Xie 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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NeurIPS 2026Queen Mary University of LondonHuawei Technologies Ltd.UCLU BedfordshireQueen Mary University of London LLM evaluation & benchmarks

CADMA: Capacity-Aware Recall Decomposition for Generative Model Assessment

Debin Meng, Zheng Gao, Ziquan Liu, Yanran Li 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 2026City University of Hong KongHuawei Noah's Ark LabHuawei Technologies Ltd.Southern University of Science aLLM reasoning & chain of thought

Insight-Driven Search: A Framework for Multi-objective Automated Heuristic Design with Large Language Models

Shunyu Yao, Fei Liu, Ji Cheng, Mingxuan Yuan and 3 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Huawei Technologies Ltd.Huawei TechnologiesEurecomEURECOMHuawei Technologies France SASURetrieval-augmented generation

Do LLMs Bind Episodes? Probing Cross-Episode Parametric Retrieval Through Shared Cues

Francesco Mantovani, Alberto Eusebio, Alexis Huet, Giulio Franzese and 3 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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