Smart Tourist - Passive Mobility Tracking Through Mobile Application. - Sanjana Kadaba Viswanath; Chau Yuen; Xuefang Ku; Xiang Liu 001 (IoT360 (2), 2014)

Demand Response Management for Residential Smart Grid: From Theory to Practice. - Wen-Tai Li; Chau Yuen; Naveed Ul Hassan; Wayes Tushar; Chao-Kai Wen; Kristin L. Wood; Kun Hu; Xiang Liu 001 (IEEE Access, 2015)

Relative Positioning by Fusing Signal Strength and Range Information in a Probabilistic Framework. - Ran Liu 007; Chau Yuen; Tri-Nhut Do; Wei Guo; Xiang Liu 001; U-Xuan Tan (GLOBECOM Workshops, 2016)

Selective AP-Sequence Based Indoor Localization without Site Survey. - Ran Liu 007; Chau Yuen; Jun Zhao 007; Jindong Guo; Ronghong Mo; Vishesh N. Pamadi; Xiang Liu 001 (VTC Spring, 2016)

SenseFlow: An Experimental Study for Tracking People. - Kai Li 002; Chau Yuen; Salil S. Kanhere; Kun Hu; Wei Zhang; Fan Jiang; Xiang Liu 001 (CoRR, 2016)

Design of Cloud-Connected IoT System for Smart Buildings on Energy Management (Invited paper). - Wayes Tushar; Chau Yuen; Kai Li 002; Kristin L. Wood; Wei Zhang; Xiang Liu 001 (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2016)

System design of the internet of things for residential smart grid. - Sanjana Kadaba Viswanath; Chau Yuen; Wayes Tushar; Wen-Tai Li; Chao-Kai Wen; Kun Hu; Cheng Chen; Xiang Liu 001 (IEEE Wirel. Commun., 2016)

Cooperative relative positioning of mobile users by fusing IMU inertial and UWB ranging information. - Ran Liu 007; Chau Yuen; Tri-Nhut Do; Dewei Jiao; Xiang Liu 001; U-Xuan Tan (ICRA, 2017)

Indoor positioning using similarity-based sequence and dead reckoning without training. - Ran Liu 007; Chau Yuen; Tri-Nhut Do; Ye Jiang; Xiang Liu 001; U-Xuan Tan (SPAWC, 2017)

Understanding crowd density with a smartphone sensing system. - Kai Li 002; Chau Yuen; Salil S. Kanhere; Kun Hu; Wei Zhang; Fan Jiang; Xiang Liu 001 (WF-IoT, 2018)

Robot Control in Human Environment using Deep Reinforcement Learning and Convolutional Neural Network. - Chen Chen; Hsieh-Yu Li; Audelia Gumarus Dharmawan; Khairuldanial Ismail; Xiang Liu 001; U-Xuan Tan (ROBIO, 2019)

An Experimental Study for Tracking Crowd in Smart Cities. - Kai Li 002; Chau Yuen; Salil S. Kanhere; Kun Hu; Wei Zhang; Fan Jiang; Xiang Liu 001 (IEEE Syst. J., 2019)

Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images. - Qianru Zhang; Meng Zhang 010; Chinthaka Gamanayake; Chau Yuen; Zehao Geng; Hirunima Jayasekaraand; Xuewen Zhang; Chia-wei Woo; Jenny Chen Ni Low; Xiang Liu 001 (INDIN, 2020)

Time-Series Regeneration With Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation. - Xuewen Zhang; Yan Qin; Chau Yuen; Lahiru Jayasinghe; Xiang Liu 001 (IEEE Trans. Ind. Informatics, 2021)

Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models. - Longteng Zhang; Xiang Liu 001; Zeyu Li; Xinglin Pan; Peijie Dong; Ruibo Fan; Rui Guo; Xin Wang; Qiong Luo 001; Shaohuai Shi; Xiaowen Chu 001 (CoRR, 2023)

LPZero: Language Model Zero-cost Proxy Search from Zero. - Peijie Dong; Lujun Li 001; Xiang Liu 001; Zhenheng Tang; Xuebo Liu 002; Qiang Wang 022; Xiaowen Chu 001 (EMNLP (Findings), 2024)

LongGenBench: Long-context Generation Benchmark. - Xiang Liu 001; Peijie Dong; Xuming Hu; Xiaowen Chu 001 (EMNLP (Findings), 2024)

Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models. - Peijie Dong; Lujun Li 001; Zhenheng Tang; Xiang Liu 001; Xinglin Pan; Qiang Wang 022; Xiaowen Chu 001 (ICML, 2024)

3D Question Answering for City Scene Understanding. - Penglei Sun; Yaoxian Song; Xiang Liu 001; Xiaofei Yang 002; Qiang Wang 022; Tiefeng Li; Yang Yang 001; Xiaowen Chu 001 (ACM Multimedia, 2024)

Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models. - Lujun Li 001; Peijie Dong; Zhenheng Tang; Xiang Liu 001; Qiang Wang 022; Wenhan Luo; Wei Xue 002; Qifeng Liu; Xiaowen Chu 001; Yike Guo (NeurIPS, 2024)

Should We Really Edit Language Models? On the Evaluation of Edited Language Models. - Qi Li; Xiang Liu 001; Zhenheng Tang; Peijie Dong; Zeyu Li; Xinglin Pan; Xiaowen Chu 001 (NeurIPS, 2024)

ParZC: Parametric Zero-Cost Proxies for Efficient NAS. - Peijie Dong; Lujun Li 001; Xinglin Pan; Zimian Wei; Xiang Liu 001; Qiang Wang 022; Xiaowen Chu 001 (CoRR, 2024)

ParZC: Parametric Zero-Cost Proxies for Efficient NAS. - Peijie Dong; Lujun Li 001; Zhenheng Tang; Xiang Liu 001; Zimian Wei; Qiang Wang 022; Xiaowen Chu 001 (AAAI, 2025)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Zhang Han; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (ACL (Findings), 2025)

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference. - Xiang Liu 001; Zhenheng Tang; Peijie Dong; Zeyu Li; Bo Li 001; Xuming Hu; Xiaowen Chu 001 (CoRR, 2025)

Can LLMs Maintain Fundamental Abilities under KV Cache Compression? - Xiang Liu 001; Zhenheng Tang; Hong Chen; Peijie Dong; Zeyu Li; Xiuze Zhou; Bo Li 001; Xuming Hu; Xiaowen Chu 001 (CoRR, 2025)

Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing. - Kunfeng Lai; Zhenheng Tang; Xinglin Pan; Peijie Dong; Xiang Liu 001; Haolan Chen; Li Shen 005; Bo Li 001; Xiaowen Chu 001 (CoRR, 2025)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Han Zhang; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (CoRR, 2025)

Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research. - Xiang Liu 001; Penglei Sun; Shuyan Chen; Longhan Zhang; Peijie Dong; Huajie You; Yongqi Zhang; Chang Yan; Xiaowen Chu 001; Tong-yi Zhang (CoRR, 2025)

The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? - Zhenheng Tang; Xiang Liu 001; Qian Wang 002; Peijie Dong; Bingsheng He; Xiaowen Chu 001; Bo Li 001 (CoRR, 2025)

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring. - Jiamin Su; Yibo Yan; Zhuoran Gao; Han Zhang; Xiang Liu 001; Xuming Hu (CoRR, 2025)

SSR: Speculative Parallel Scaling Reasoning in Test-time. - Yuanlin Chu; Bo Wang; Xiang Liu 001; Hong Chen; Aiwei Liu; Xuming Hu (CoRR, 2025)

FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management. - Xiang Liu 001; Hong Chen; Xuming Hu; Xiaowen Chu 001 (CoRR, 2025)

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression. - Peijie Dong; Zhenheng Tang; Xiang Liu 001; Lujun Li 001; Xiaowen Chu 001; Bo Li 001 (CoRR, 2025)

AnTKV: Anchor Token-Aware Sub-Bit Vector Quantization for KV Cache in Large Language Models. - Zeyu Li; Chuanfu Xiao; Yang Wang; Xiang Liu 001; Zhenheng Tang; Baotong Lu; Mao Yang; Xinyu Chen; Xiaowen Chu 001 (CoRR, 2025)

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning. - Penglei Sun; Yaoxian Song; Xiangru Zhu; Xiang Liu 001; Qiang Wang 022; Yue Liu; Changqun Xia; Tiefeng Li; Yang Yang 001; Xiaowen Chu 001 (CoRR, 2025)