Tianchi Huang - RankMe

55 papers A* 20A 3B 7Journal 20Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming. CoRR Jiahui Chen, Bo Peng, Lianchen Jia, Zeyu Zhang, Tianchi Huang, Lifeng Sun
2025	A*	`conf`	Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models. ACM Multimedia Lianchen Jia, Chaoyang Li, Ziqi Yuan, Jiahui Chen, Tianchi Huang, Jiangchuan Liu, Lifeng Sun
2025	J	`jnl`	Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models. CoRR Lianchen Jia, Chaoyang Li, Ziqi Yuan, Jiahui Chen, Tianchi Huang, Jiangchuan Liu, Lifeng Sun
2025	J	`jnl`	Crucible: Quantifying the Potential of Control Algorithms through LLM Agents. CoRR Lianchen Jia, Chaoyang Li, Qian Houde, Tianchi Huang, Jiangchuan Liu, Lifeng Sun
2025	A*	`conf`	Enhanced Bandwidth Measurement and Robust Rate Adaptation for Low-Latency Live Streaming. INFOCOM Jiahui Chen, Yiding Yu, Libo Wang, Ying Chen, Tianchi Huang, Lifeng Sun
2025	A	`conf`	NeRFlow: Towards Adaptive Streaming for NeRF Videos. MobiSys Rui-Xiao Zhang, Tianchi Huang, Bo Chen, Klara Nahrstedt
2025	A*	`conf`	Progressive Learning with Human Feedback for Personalized Adaptive Video Streaming. ACM Multimedia Zhaohui Jiang, Xuening Feng, Tianchi Huang, Ruixiao Zhang, Paul Weng, Yifei Zhu
2024	A*	`conf`	Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms. AAAI Rui-Xiao Zhang, Tianchi Huang
2024	A*	`conf`	Dancing with Shackles, Meet the Challenge of Industrial Adaptive Streaming via Offline Reinforcement Learning. INFOCOM Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
2024	A*	`conf`	Meet Challenges of RTT Jitter, A Hybrid Internet Congestion Control Algorithm. WWW Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
2024	J	`jnl`	Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation. CoRR Hairong Su, Shibo Wang, Shusen Yang, Tianchi Huang, Xuebin Ren
2024	J	`jnl`	Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation. IEEE Trans. Mob. Comput. Hairong Su, Shibo Wang, Shusen Yang, Tianchi Huang, Xuebin Ren
2023	A*	`conf`	Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption. INFOCOM Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
2023	A*	`conf`	Concerto: Client-server Orchestration for Real-Time Video Analytics. ACM Multimedia Chaoyang Li, Rui-Xiao Zhang, Tianchi Huang, Lianchen Jia, Lifeng Sun
2023	A*	`conf`	Optimizing Adaptive Video Streaming with Human Feedback. ACM Multimedia Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
2023	J	`jnl`	Optimizing Adaptive Video Streaming with Human Feedback. CoRR Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
2023	A*	`conf`	Owl: A Pre-and Post-processing Framework for Video Analytics in Low-light Surroundings. INFOCOM Rui-Xiao Zhang, Chaoyang Li, Chenglei Wu, Tianchi Huang, Lifeng Sun
2023	J	`jnl`	Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming. IEEE Trans. Parallel Distributed Syst. Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
2023	A*	`conf`	RDladder: Resolution-Duration Ladder for VBR-encoded Videos via Imitation Learning. INFOCOM Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
2023	A*	`conf`	Who is the Rising Star? Demystifying the Promising Streamers in Crowdsourced Live Streaming. INFOCOM Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun
2022	A*	`conf`	AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming. ACM Multimedia Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
2022	—	`conf`	Federated Knowledge Transfer for Heterogeneous Visual Models. MMAsia Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan
2022	A*	`conf`	Learned Internet Congestion Control for Short Video Uploading. ACM Multimedia Tianchi Huang, Chao Zhou, Lianchen Jia, Rui-Xiao Zhang, Lifeng Sun
2022	J	`jnl`	Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
2022	—	`conf`	ZiXia: A Reinforcement Learning Approach via Adjusted Ranking Reward for Internet Congestion Control. ICC Lianchen Jia, Tianchi Huang, Lifeng Sun
2022	J	`jnl`	Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services. IEEE Trans. Multim. Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
2021	A*	`conf`	Deadline and Priority-aware Congestion Control for Delay-sensitive Multimedia Streaming. ACM Multimedia Chao Zhou, Wenjun Wu, Dan Yang, Tianchi Huang, Liang Guo, Bing Yu
2021	B	`conf`	Deep reinforced bitrate ladders for adaptive video streaming. NOSSDAV Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
2020	B	`conf`	A Long-Short-Term Fusion Approach For Video Cache. GLOBECOM Rui-Xiao Zhang, Tianchi Huang, Lifeng Sun
2020	J	`jnl`	A Practical Learning-based Approach for Viewer Scheduling in the Crowdsourced Live Streaming. ACM Trans. Multim. Comput. Commun. Appl. Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun
2020	B	`conf`	Deepmpc: A Mixture Abr Approach Via Deep Learning And Mpc. ICIP Tianchi Huang, Lifeng Sun
2020	A*	`conf`	Leveraging QoE Heterogenity for Large-Scale Livecaset Scheduling. ACM Multimedia Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Hanyu Li, Jiangchuan Liu, Lifeng Sun
2020	—	`conf`	Optimized bitrate ladders for adaptive video streaming with deep reinforcement learning. SIGCOMM Posters and Demos Tianchi Huang, Lifeng Sun
2020	J	`jnl`	Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning. IEEE J. Sel. Areas Commun. Tianchi Huang, Chao Zhou, Xin Yao, Rui-Xiao Zhang, Chenglei Wu, Bing Yu, Lifeng Sun
2020	J	`jnl`	Self-play Reinforcement Learning for Video Transmission. CoRR Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
2020	B	`conf`	Self-play reinforcement learning for video transmission. NOSSDAV Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
2020	A*	`conf`	Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming. INFOCOM Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
2019	J	`jnl`	Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. CoRR Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
2019	J	`jnl`	Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. Neural Comput. Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
2019	—	`conf`	Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms. SIGCOMM Posters and Demos Tianchi Huang, Rui-Xiao Zhang, Xin Yao, Chenglei Wu, Lifeng Sun
2019	A*	`conf`	Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. ACM Multimedia Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
2019	J	`jnl`	Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. CoRR Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
2019	B	`conf`	Enhancing the crowdsourced live streaming: a deep reinforcement learning approach. NOSSDAV Rui-Xiao Zhang, Tianchi Huang, Ming Ma, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun
2019	J	`jnl`	Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. CoRR Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
2019	J	`jnl`	Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating. CoRR Xin Yao, Tianchi Huang, Rui-Xiao Zhang, Ruiyu Li, Lifeng Sun
2019	—	`conf`	Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning. MMAsia Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Chao Zhou, Bing Yu, Lifeng Sun
2019	A*	`conf`	Livesmart: A QoS-Guaranteed Cost-Minimum Framework of Viewer Scheduling for Crowdsourced Live Streaming. ACM Multimedia Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
2019	J	`jnl`	Reactive Video Caching via long-short-term fusion approach. CoRR Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun
2019	A	`conf`	Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. ICME Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Zhengyuan Pang, Lifeng Sun
2019	B	`conf`	Towards Faster and Better Federated Learning: A Feature Fusion Approach. ICIP Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
2019	A	`conf`	Towards QoS-Aware Cloud Live Transcoding: A Deep Reinforcement Learning Approach. ICME Zhengyuan Pang, Lifeng Sun, Tianchi Huang, Zhi Wang, Shiqiang Yang
2018	B	`conf`	Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network. NOSSDAV Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
2018	J	`jnl`	Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network. CoRR Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
2018	A*	`conf`	QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning. ACM Multimedia Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
2018	J	`jnl`	Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. CoRR Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun