Guoheng Sun - RankMe

30 papers A* 5A 1B 1Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Demystifying When Pruning Works via Representation Hierarchies. CoRR Shwai He, Guoheng Sun, Haichao Zhang, Yun Fu, Ang Li
2026	J	`jnl`	Enhancing the Security of Large Character Set CAPTCHAs Using Transferable Adversarial Examples. IEEE Trans. Dependable Secur. Comput. Guoheng Sun, Yucheng Fu, Han Yang, Juntian Huang, Ruimei Zhang, Haizhou Wang
2026	J	`jnl`	FedMOA: Federated GRPO for Personalized Reasoning LLMs under Heterogeneous Rewards. CoRR Ziyao Wang, Daeun Jung, Yexiao He, Guoheng Sun, Zheyu Shen, Myungjin Lee, Ang Li
2026	J	`jnl`	ROCKET: Residual-Oriented Multi-Layer Alignment for Spatially-Aware Vision-Language-Action Models. CoRR Guoheng Sun, Tingting Du, Kaixi Feng, Chenxiang Luo, Xingguo Ding, Zheyu Shen, Ziyao Wang, Yexiao He, Ang Li
2026	J	`jnl`	Towards Building Non-Fine-Tunable Foundation Models. CoRR Ziyao Wang, Nizhang Li, Pingzhi Li, Guoheng Sun, Tianlong Chen, Ang Li
2026	J	`jnl`	Uncovering the Redundancy in Transformers via a Unified Study of Layer Dropping. Trans. Mach. Learn. Res. Shwai He, Guoheng Sun, Zheyu Shen, Ang Li
2025	J	`jnl`	Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL. CoRR Zhewei Yao, Guoheng Sun, Lukasz Borchmann, Zheyu Shen, Minghang Deng, Bohan Zhai, Hao Zhang, Ang Li, Yuxiong He
2025	J	`jnl`	CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs. CoRR Guoheng Sun, Ziyao Wang, Bowei Tian, Meng Liu, Zheyu Shen, Shwai He, Yexiao He, Wanghao Ye, Yiting Wang, Ang Li
2025	J	`jnl`	CogniPair: From LLM Chatbots to Conscious AI Agents - GNWT-Based Multi-Agent Digital Twins for Social Pairing - Dating & Hiring Applications. CoRR Wanghao Ye, Sihan Chen, Yiting Wang, Shwai He, Bowei Tian, Guoheng Sun, Ziyi Wang, Ziyao Wang, Yexiao He, Zheyu Shen, Meng Liu, Yuning Zhang, Meng Feng, Yang Wang, Siyuan Peng, Yilong Dai, Zhenle Duan, Hanzhang Qin, Ang Li
2025	A	`conf`	EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices. MobiSys Zheyu Shen, Yexiao He, Ziyao Wang, Yuning Zhang, Guoheng Sun, Wanghao Ye, Ang Li
2025	J	`jnl`	EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices. CoRR Zheyu Shen, Yexiao He, Ziyao Wang, Yuning Zhang, Guoheng Sun, Wanghao Ye, Ang Li
2025	J	`jnl`	Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services. CoRR Guoheng Sun, Ziyao Wang, Xuandong Zhao, Bowei Tian, Zheyu Shen, Yexiao He, Jinming Xing, Ang Li
2025	J	`jnl`	NetSight: Graph Attention Based Traffic Forecasting in Computer Networks. CoRR Jinming Xing, Guoheng Sun, Hui Sun, Linchao Pan, Shakir Mahmood, Xuanhao Luo, Muhammad Shahzad
2025	J	`jnl`	Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices. CoRR Ziyao Wang, Yexiao He, Zheyu Shen, Yu Li, Guoheng Sun, Myungjin Lee, Ang Li
2025	J	`jnl`	Predictive Auditing of Hidden Tokens in LLM APIs via Reasoning Length Estimation. CoRR Ziyao Wang, Guoheng Sun, Yexiao He, Zheyu Shen, Bowei Tian, Ang Li
2025	A*	`conf`	Router-Tuning: A Simple and Effective Approach for Dynamic Depth. EMNLP Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Dong Yu
2025	J	`jnl`	SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning. CoRR Yiting Wang, Wanghao Ye, Ping Guo, Yexiao He, Ziyao Wang, Bowei Tian, Shwai He, Guoheng Sun, Zheyu Shen, Sihan Chen, Ankur Srivastava, Qingfu Zhang, Gang Qu, Ang Li
2025	A*	`conf`	Towards counterfactual fairness through auxiliary variables. ICLR Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li
2025	J	`jnl`	VeriReason: Reinforcement Learning with Testbench Feedback for Reasoning-Enhanced Verilog Generation. CoRR Yiting Wang, Guoheng Sun, Wanghao Ye, Gang Qu, Ang Li
2024	A*	`conf`	FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations. NeurIPS Ziyao Wang, Zheyu Shen, Yexiao He, Guoheng Sun, Hongyi Wang, Lingjuan Lyu, Ang Li
2024	J	`jnl`	FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations. CoRR Ziyao Wang, Zheyu Shen, Yexiao He, Guoheng Sun, Hongyi Wang, Lingjuan Lyu, Ang Li
2024	J	`jnl`	Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias. CoRR Bowei Tian, Yexiao He, Meng Liu, Yucong Dai, Ziyao Wang, Shwai He, Guoheng Sun, Zheyu Shen, Wanghao Ye, Yongkai Wu, Ang Li
2024	A*	`conf`	Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild. NeurIPS Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, Tianlong Chen
2024	J	`jnl`	Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild. CoRR Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, Tianlong Chen
2024	J	`jnl`	Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers. CoRR Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Ang Li, Dong Yu
2024	A*	`conf`	SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. NeurIPS Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
2024	J	`jnl`	SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. CoRR Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
2024	J	`jnl`	Towards counterfactual fairness thorough auxiliary variables. CoRR Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li
2024	J	`jnl`	What Matters in Transformers? Not All Attention is Needed. CoRR Shwai He, Guoheng Sun, Zheyu Shen, Ang Li
2023	B	`conf`	Fighting Attacks on Large Character Set CAPTCHAs Using Transferable Adversarial Examples. IJCNN Yucheng Fu, Guoheng Sun, Han Yang, Juntian Huang, Haizhou Wang