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Posts by Collection
portfolio
Portfolio item number 2
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publications
Orchestrating LLM KV-Cache across GPU–DRAM–SSD with Attention-Aware Hotness Scheduling
Published in Targeting SC 2026, 2026
Manuscript and artifact in progress. Project artifact: OrchKvCache.
Recommended citation: Ziqing Li, "Orchestrating LLM KV-Cache across GPU–DRAM–SSD with Attention-Aware Hotness Scheduling." Targeting SC 2026.
Algebraically Identity-Preserving KV Tiering for Memory-Bounded Long-Context Inference
Published in Targeting EMNLP 2026 (ARR), 2026
Manuscript and artifact in progress. Project artifact: HALO.
Recommended citation: Ziqing Li, "Algebraically Identity-Preserving KV Tiering for Memory-Bounded Long-Context Inference." Targeting EMNLP 2026 (ARR).
Schedulable KV-Cache Eviction with a Probabilistic Sizing Bound for Real-Time LLM Decoding
Published in Targeting IEEE RTSS 2026, 2026
Manuscript and artifact in progress. Project artifact: SEER.
Recommended citation: Ziqing Li, "Schedulable KV-Cache Eviction with a Probabilistic Sizing Bound for Real-Time LLM Decoding." Targeting IEEE RTSS 2026.
Mining Attention Dynamics: Auditing KV-Saliency Prediction in LLMs
Published in Targeting IEEE ICDM 2026, 2026
Manuscript and artifact in progress. Project artifact: XQP / KVSalienceBench.
Recommended citation: Ziqing Li, "Mining Attention Dynamics: Auditing KV-Saliency Prediction in LLMs." Targeting IEEE ICDM 2026.
Direction Is Not a Knob: Cross-GPU KV-Cache Handoff Contention on NVLink
Published in Targeting IEEE ICCD 2026, 2026
Manuscript and artifact in progress. Project artifact: PeerKV.
Recommended citation: Ziqing Li, "Direction Is Not a Knob: Cross-GPU KV-Cache Handoff Contention on NVLink." Targeting IEEE ICCD 2026.
OrchKvCache: Orchestrating LLM KV-Cache across GPU-DRAM-SSD with Attention-Aware Hotness Scheduling
Published in Targeting SC 2026, 2026
HALO: Algebraically Identity-Preserving KV Tiering for Memory-Bounded Long-Context Inference
Published in Targeting EMNLP 2026 (ARR), 2026
SEER: Schedulable KV-Cache Eviction with a Probabilistic Sizing Bound for Real-Time LLM Decoding
Published in Targeting IEEE RTSS 2026, 2026
Mining Attention Dynamics: Auditing KV-Saliency Prediction in LLMs
Published in Targeting IEEE ICDM 2026, 2026
Direction Is Not a Knob: Cross-GPU KV-Cache Handoff Contention on NVLink
Published in Targeting IEEE ICCD 2026, 2026
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.