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Showing papers from University of Technology Sydney Show all papers

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EMNLP 2022U Technology SydneyU WashingtonU California San DiegoXi'an JiaotongTsinghuaComputational social science

PAR: Political Actor Representation Learning with Social Context and Expert Knowledge

PAR learns political actor representations by integrating social context and expert knowledge into a unified framework.

Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang and 4 more

Published 2022 · 8 citations

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NeurIPS 2026SpotlightU Technology SydneySingapore ManagementU Wisconsin-Madison" University of Technology,Hallucination & factuality

CHORD: Cross-Model Hallucination Detection via Relational Graph Discrimination

Yongxin Deng, Zhen Fang, Guansong Pang, Sharon Li 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 1/10
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NeurIPS 2026Stony BrookState University of New York at Steven Institute of TechnologyNew Jersey Institute of TechnoloU Technology SydneyUnified multimodal models

COSMIO: A Benchmark for Cross-Survey Modality Imputation

Dichang Zhang, Yixuan Shao, Jiali Cui, Haotian Yin 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 2026Shandong University; infecShandongTianjinHong Kong PolytechnicChina University of PetroleumTime series forecasting

IMTS-Tokenizer: Time-Aware Tokenization for Irregular Multivariate Time Series Forecasting

Bin Xu, Yinghua Li, Linqi Han, Xiaoyu Li 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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medium 0/10
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NeurIPS 2026SpotlightBeijing Institute of TechnologyU Central FloridaU Technology SydneyTime series forecasting

Paloma: Phase-Conditioned Residual Modulation for Time Series Forecasting

Jingru Fei, Kun Yi, Wei Fan, Qi Zhang 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 2026nanjing universityAustralian NationalNanyang TechnologicalNational University of SingaporeNanjingDiffusion models

Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Image Generation

Jinmei Liu, Haoru Li, Zhenhong Sun, Chaofeng Chen and 5 more

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

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NeurIPS 2026XIDIAN UNIVERSITYXidianHangzhou Institute of TechnologyU Technology SydneyDiffusion models

StyleRoute: Diffusion Style Transfer via Regional Routing and Conflict-aware Projection

Xunhao Lin, Yu Sun, Xinpeng Ding, Fei Gao and 3 more

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

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NeurIPS 2026TongjiShanghai JiaotongU Technology SydneyAgent memory

MemCode: Discrete Semantic Representations for Long-Term Agent Memory

Xin Li, Liang Hu, Duoqian Miao, Ming Peng 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 2026U Technology SydneyTsinghuaMicrosoft ResearchMicrosoftTsinghua University, TsinghuaVision-language-action models

Unified Noise Steering for Efficient Human-Guided VLA Adaptation

Junjie Lu, Xinyao Qin, Yuhua Jiang, Kaixin Wang and 5 more

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

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NeurIPS 2026U Hong KongU Technology SydneyJilin University of Finance and SUN YAT-SEN UNIVERSITYMachine unlearning

Hallucination-Guided Unlearning: Using Hallucination Traces to Reveal Overfitted Memories

Jiayu Zhang, Ziqi Zhong, Yuliang Gai, Canran Xiao

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

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NeurIPS 2026U SydneyAdelaideShanghai NormalShanxiUniversity Of Technology SydneyRepresentation & contrastive learning

Resolution-Aware Structural Density Peak Clustering

Jie Yang, Hsiang-Ting Chen, Yan Ma, Xinyan Liang and 7 more

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

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67%Highly rated
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NeurIPS 2026Swinburne University of TechnoloWestern SydneyU Technology SydneyCSIROFairness & bias

Adversarial Group Fairness in Contextual Bandits: When Robust is Not Fair

Ray Telikani, Jaber valizadeh, Amir H Gandomi, Bao Q Vo 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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lenient 1/5
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strict 1/5
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NeurIPS 2026UNSW SydneyU Technology SydneyShanghai Jiao Tongthe university of new south waleShanghai JiaotongLink prediction

A New Perspective on Target-Conditioned Structural Dynamics for Link Prediction in Dynamic Graphs

YUANYUAN XU, Yin Chen, Yingxuan Li, Wenjie Zhang 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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69%Highly rated
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NeurIPS 2026Institute of Automation, ChineseJilinTencent YouTu LabHangzhou DianziHuazhong University of Science aWatermarking & AI-text detection

MixForensics: Blend Before You Encode for Generalizable AI-Generated Video Detection

Ruiqi Liu, ZiAn Wang, Ruoxin Chen, Xuehai Bai and 5 more

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

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AI panel: 3 of 20 reviewers recommend it
lenient 2/5
medium 1/10
strict 0/5
57%Worth a look
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NeurIPS 2026SouthwestUNSW SydneyHCP - Sun Yat-senU Technology SydneyLLM agents & planning

Long-Horizon Agency Belongs in the Harness, Not the Context Window Only

Yi Han, YUANYUAN XU, jusheng zhang, Wenhao Wang

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

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lenient 1/5
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57%Worth a look
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NeurIPS 2026Shanghai University of Electric Shanghai university of electriciEast China NormalU Technology SydneyFederated learning

FedPeel: Peeling Stabilized Layers for Robust Heterogeneous Federated Learning

Haizhou Du, Lixin Huang, Zonghan Wu, Huan Huo 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 2026ByteDance Inc.TongjiXiaomi CorporationU Trento Via Calepina n. 14 - 38U Technology SydneyMultimodal reasoning

OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation

Jinghui Lu, Jiayi Guan, Zhijian Huang, Jinlong Li and 36 more

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

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67%Highly rated
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NeurIPS 2026ShanxiU Technology SydneyXiaomi CorporationU Trento Via Calepina n. 14 - 38Huazhong University of Science aEmbodied agents

Think Densely, Act Sparsely: Latent Expert Cognitive Chains for Vision-Language-Action Autonomous Driving

Jie Wang, Guang Li, Zhijian Huang, Jinlong Li 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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AI panel: 2 of 20 reviewers recommend it
lenient 2/5
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57%Worth a look
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NeurIPS 2026U Technology SydneyAmazonU Technology SydneyThe Education University of HongRecommender systems

ALIGN-Rec: Continual Recommendation under Heterogeneous Unlearning Requests

Nitin Bisht, Sumit Bisht, Tong Zhang, Yu Yang 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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57%Worth a look
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NeurIPS 2026U Technology SydneyPekingU Auckland; MonashVideo generation

Video Generation Research Needs a Legally Sustainable Data Infrastructure

Wenhao Wang, Biao Wu, Jiabin Luo, Xinyu Zhang

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

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