Deng, Yang

18 publications

ICLR 2026 Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond Dingzirui Wang, Xuanliang Zhang, Keyan Xu, Qingfu Zhu, Wanxiang Che, Yang Deng

ICLR 2026 DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation Houcheng Jiang, Zetong Zhao, Junfeng Fang, Haokai Ma, Ruipeng Wang, Xiang Wang, Xiangnan He, Yang Deng

ICLR 2026 RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding Jiaang Li, Yifei Yuan, Wenyan Li, Mohammad Aliannejadi, Daniel Hershcovich, Anders Søgaard, Ivan Vulić, Wenxuan Zhang, Paul Pu Liang, Yang Deng, Serge Belongie

AAAI 2025 Aligning Large Language Models for Faithful Integrity Against Opposing Argument Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua

AAAI 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai

ICLR 2025 PEARL: Towards Permutation-Resilient LLMs Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong

NeurIPS 2025 SAP: Exact Sorting in Splatting via Screen-Aligned Primitives Zhanke Wang, Zhiyan Wang, Kaiqiang Xiong, Jiahao Wu, Yang Deng, Ronggang Wang

NeurIPS 2025 The Rise of Parameter Specialization for Knowledge Storage in Large Language Models Yihuai Hong, Yiran Zhao, Wei Tang, Yang Deng, Yu Rong, Wenxuan Zhang

NeurIPS 2025 Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models Through a Probabilistic Carbon Accounting Model Xiaoyang Zhang, He Fang, Yang Deng, Dan Wang

IJCAI 2025 Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-Temporal Knowledge Distillation Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang

NeurIPS 2025 When Less Language Is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners Weixiang Zhao, Jiahe Guo, Yang Deng, Tongtong Wu, Wenxuan Zhang, Yulin Hu, Xingyu Sui, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu

ICLR 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua

ICLRW 2024 WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong

IJCAI 2023 A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua

NeurIPS 2023 Blurred-Dilated Method for Adversarial Attacks Yang Deng, Weibin Wu, Jianping Zhang, Zibin Zheng

ICLR 2022 Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh

AAAI 2020 Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

AAAI 2019 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen