Search Results - "Lin, Gongqi"

Efficient heuristics for energy-aware routing in networks with bundled links by Lin, Gongqi, Soh, Sieteng, Chin, Kwan-Wu, Lazarescu, Mihai

“…Current networks are typically over-provisioned to ensure low delays, redundancy and reliability. These Quality of Service (QoS) guarantees are typically…”
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Energy Aware Two Disjoint Paths Routing by Lin, Gongqi, Soh, Sieteng, Chin, Kwan-Wu, Lazarescu, Mihai

“…Network robustness and throughput can be improved by routing each source-to-terminal (sd, td) demand d via two disjoint paths (2DP). However, 2DP routing…”
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Reliable green routing using two disjoint paths by Gongqi Lin, Sieteng Soh, Lazarescu, Mihai, Kwan-Wu Chin

“…Network robustness and throughput can be improved by routing each demand d via two disjoint paths (2DP). However, 2DP routing increases energy usage while…”
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Aspect-guided Syntax Graph Learning for Explainable Recommendation by Hu, Yidan, Liu, Yong, Miao, Chunyan, Lin, Gongqi, Miao, Yuan

“…Explainable recommendation systems provide explanations for recommendation results to improve their transparency and persuasiveness. The existing explainable…”
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Energy-aware traffic engineering with reliability constraint by Lin, Gongqi, Soh, Sieteng, Chin, Kwan-Wu

“…Current network infrastructures are over-provisioned to increase their resilience against resource failures. Such strategies exhibit poor energy efficiency…”
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Testing QA Systems' ability in Processing Synonym Commonsense Knowledge by Sigdel, Bijay, Lin, Gongqi, Miao, Yuan, Ahmed, Khandakar

“…'Synonym' is an imperative instrument of commonsense knowledge that we apply to make a good sense and sound judgement of our reading. To investigate the…”
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On the effects of energy-aware traffic engineering on routing reliability by Gongqi Lin, Sieteng Soh, Lazarescu, Mihai, Kwan-Wu Chin

“…Current network infrastructures are over-provisioned to increase their resilience against resource failures, e.g., bundled links and nodes, as well as…”
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Energy-Aware Two Link-Disjoint Paths Routing by Gongqi Lin, Sieteng Soh, Lazarescu, Mihai, Kwan-Wu Chin

“…Network robustness and throughput can be improved by routing each source-to-terminal (s, t) demand via two link-disjoint paths (TLDP). However, the use of TLDP…”
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Power-aware routing in networks with delay and link utilization constraints by Gongqi Lin, Sieteng Soh, Lazarescu, M., Kwan-Wu Chin

“…This paper addresses the NP-hard problem of switching off bundled links whilst retaining the QoS provided to existing applications. We propose a fast…”
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Finer Granularity Clustering for Opinion Mining by Yin Luo, Gongqi Lin, Yan Fu

“…The boom of opinion-rich resources such as online review Websites, discussion groups, personal blogs and forums on the Web has attracted many research efforts…”
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Power-aware routing in networks with quality of services constraints by Lin, Gongqi, Soh, Sieteng, Chin, Kwan-Wu, Lazarescu, Mihai

“…Current network infrastructures are over‐provisioned and thus exhibit poor power efficiency at low traffic load. We consider networks consisting of bundled…”
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MathCLM: Mathematical Cognitive Learning Model Based on the Evolution of Knowledge Graph by Lin, Gongqi, Zhong, Xiuqin, Fu, Hongguang

“…In real-world applications, the effective integration of learning and reasoning in a cognitive agent model is a challenging mission. However, such integration…”
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Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning by Zhong, Xiuqin, Yan, Shengyuan, Lin, Gongqi, Fu, Hongguang, Xu, Liang, Jiang, Siwen, Huang, Lei, Fang, Wei

“…In the context of online education, designing an automatic solver for geometric problems has been considered a crucial step towards general math Artificial…”
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Combining Minimal Surface Model with DGCNN for Natural Language Understanding by Zha, Mingkai, Lin, Gongqi, Fu, Hongguang, Liu, Yunhao, Huang, Lei

“…Fine-tuning large pre-trained models is an adequate transfer mechanism in Natural Language Processing (NLP). However, it is challenging to serve in…”
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Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation by Hu, Yidan, Liu, Yong, Miao, Chunyan, Lin, Gongqi, Miao, Yuan

“…Explainable recommendation systems provide explanations for recommendation results to improve their transparency and persuasiveness. The existing explainable…”
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Decision-Behavior Based Online Shopping by Lin, Gongqi, Miao, Yuan, Liu, Siyuan

“…The explosive popularity of e-commerce sites has reshaped users' shopping habits and an increasing number of users prefer to spend more time shopping online…”
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Commonsense Knowledge Adversarial Dataset that Challenges ELECTRA by Lin, Gongqi, Miao, Yuan, Yang, Xiaoyong, Ou, Wenwu, Cui, Lizhen, Guo, Wei, Miao, Chunyan

“…Commonsense knowledge is critical in human reading comprehension. While machine comprehension has made significant progress in recent years, the ability in…”
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Commonsense Knowledge + BERT for Level 2 Reading Comprehension Ability Test by Hu, Yidan, Lin, Gongqi, Miao, Yuan, Miao, Chunyan

“…Commonsense knowledge plays an important role when we read. The performance of BERT on SQuAD dataset shows that the accuracy of BERT can be better than human…”
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Reading Comprehension Ability Test-A Turing Test for Reading Comprehension by Miao, Yuan, Lin, Gongqi, Hu, Yidan, Miao, Chunyan

“…Reading comprehension is an important ability of human intelligence. Literacy and numeracy are two most essential foundation for people to succeed at study, at…”
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Commonsense knowledge adversarial dataset that challenges ELECTRA by Lin, Gongqi, Miao, Yuan, Yang, Xiaoyong, Ou, Wenwu, Cui, Lizhen, Guo, Wei, Miao, Chunyan

“…Commonsense knowledge is critical in human reading comprehension. While machine comprehension has made significant progress in recent years, the ability in…”
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